This is the analysis script to prepare the data to run analyses for the project "Anxiety, depression and trauma symptom change during the COVID-19 pandemic: retrospective versus objective assessment" - Young et al (2020)
Script written by K L Purves, K N Thompson, C Huebel and M Davies. Email: kirstin.purves@kcl.ac.uk, katie.thompson@kcl.ac.uk, christopher.1.huebel@kcl.ac.uk, molly.davies@kcl.ac.uk
Set up
Clear global environment
Retrieve the current date to use it for file endings to not overwrite files when one exports files
Packages
Install packages (if they are not available in your version of R)
Load packages
Warning: package 'knitr' was built under R version 3.6.2
Registered S3 method overwritten by 'pryr':
method from
print.bytes Rcpp
For best results, restart R session and update pander using devtools:: or remotes::install_github('rapporter/pander')
Attaching package: 'polycor'
The following object is masked from 'package:psych':
polyserial
corrplot 0.84 loaded
Warning: package 'patchwork' was built under R version 3.6.2
Warning: package 'broom' was built under R version 3.6.2
── Attaching packages ────────────────────────────────────────────────────────────────────────────────── tidyverse 1.3.0 ──
✓ ggplot2 3.3.2 ✓ purrr 0.3.4
✓ tibble 3.0.3 ✓ dplyr 1.0.0
✓ tidyr 1.1.0 ✓ stringr 1.4.0
✓ readr 1.3.1 ✓ forcats 0.5.0
Warning: package 'ggplot2' was built under R version 3.6.2
Warning: package 'tibble' was built under R version 3.6.2
Warning: package 'tidyr' was built under R version 3.6.2
Warning: package 'purrr' was built under R version 3.6.2
Warning: package 'dplyr' was built under R version 3.6.2
── Conflicts ───────────────────────────────────────────────────────────────────────────────────── tidyverse_conflicts() ──
x ggplot2::%+%() masks psych::%+%()
x ggplot2::alpha() masks psych::alpha()
x dplyr::filter() masks stats::filter()
x dplyr::lag() masks stats::lag()
x tibble::view() masks summarytools::view()
Warning: package 'ggpubr' was built under R version 3.6.2
R functions
Half-violin plot
Colour palettes
Define colours for plotting this are the standard coping colours
Choose in this chunk which palette to use 04.07.2020 - Default to 2 colour COPING palette
ggplot theme
Set up ggplot theme for the plots
Function for split violin plot
Data import
Source data file paths
Read in data
[1] 31884 602
[1] "Sample"
[2] "ID"
[3] "startDate.prepandemic"
[4] "Age_uncleaned"
[5] "Gender_unc"
[6] "Sex"
[7] "EduYrs"
[8] "demographics.college_or_university_degree"
[9] "demographics.a_levelsas_levels_or_equivalent"
[10] "demographics.o_levelsgcses_or_equivalent"
[11] "demographics.cses_or_equivalent"
[12] "demographics.nvq_or_hnd_or_hnc_or_equivalent"
[13] "Ethnicity_unc"
[14] "Gender_numeric"
[15] "Sex_numeric"
[16] "demographics.college_or_university_degree_numeric"
[17] "demographics.a_levelsas_levels_or_equivalent_numeric"
[18] "demographics.o_levelsgcses_or_equivalent_numeric"
[19] "demographics.cses_or_equivalent_numeric"
[20] "demographics.nvq_or_hnd_or_hnc_or_equivalent_numeric"
[21] "Ethnicity_numeric"
[22] "Gender"
[23] "Ethnicity"
[24] "Age"
[25] "age_category_numeric"
[26] "age_category"
[27] "highest_education_prepan_numeric"
[28] "highest_education_prepan"
[29] "employment.phd"
[30] "employment.masters_degree_or_equivalent"
[31] "employment.postgraduate_degree_or_equivalent"
[32] "employment.bachelors_degree_or_equivalent"
[33] "employment.a_levelsas_levels_or_equivalent"
[34] "employment.o_levelsgcses_or_equivalent"
[35] "employment.cses_or_equivalent"
[36] "employment.nvq_or_hnd_or_hnc_or_equivalent"
[37] "employment.government_work_key_workers"
[38] "employment.unemployed"
[39] "employment.zerohours_contract"
[40] "employment.stayathome_parent_or_carer"
[41] "employment.retired"
[42] "employment.student_gcse_or_a_level"
[43] "employment.student_university"
[44] "employment.became_unemployed"
[45] "employment.furloughed_or_paid_leave_government_funded"
[46] "employment.furloughed_or_paid_leave_company_funded"
[47] "employment.paid_leave_furloughed"
[48] "employment.phd_numeric"
[49] "employment.masters_degree_or_equivalent_numeric"
[50] "employment.postgraduate_degree_or_equivalent_numeric"
[51] "employment.bachelors_degree_or_equivalent_numeric"
[52] "employment.a_levelsas_levels_or_equivalent_numeric"
[53] "employment.o_levelsgcses_or_equivalent_numeric"
[54] "employment.cses_or_equivalent_numeric"
[55] "employment.nvq_or_hnd_or_hnc_or_equivalent_numeric"
[56] "employment.government_work_key_workers_numeric"
[57] "employment.unemployed_numeric"
[58] "employment.zerohours_contract_numeric"
[59] "employment.stayathome_parent_or_carer_numeric"
[60] "employment.retired_numeric"
[61] "employment.student_gcse_or_a_level_numeric"
[62] "employment.student_university_numeric"
[63] "employment.became_unemployed_numeric"
[64] "employment.furloughed_or_paid_leave_government_funded_numeric"
[65] "employment.furloughed_or_paid_leave_company_funded_numeric"
[66] "employment.paid_leave_furloughed_numeric"
[67] "highest_education_numeric"
[68] "highest_education"
[69] "key_worker_numeric"
[70] "key_worker"
[71] "anxiety_disorders_numeric"
[72] "anxiety_disorders"
[73] "mhd.specific_phobia_e.g._phobia_of_flying_numeric"
[74] "mhd.specific_phobia_e.g._phobia_of_flying"
[75] "mhd.social_anxiety_or_social_phobia_numeric"
[76] "mhd.social_anxiety_or_social_phobia"
[77] "agoraphobia_panic_disorder_numeric"
[78] "agoraphobia_panic_disorder"
[79] "depressive_disorders_numeric"
[80] "depressive_disorders"
[81] "eating_disorders_numeric"
[82] "eating_disorders"
[83] "obsessive_compulsive_disorders_numeric"
[84] "obsessive_compulsive_disorders"
[85] "psychotic_disorders_numeric"
[86] "psychotic_disorders"
[87] "mhd.mania_hypomania_bipolar_or_manicdepression_numeric"
[88] "mhd.mania_hypomania_bipolar_or_manicdepression"
[89] "mhd.posttraumatic_stress_disorder_ptsd_numeric"
[90] "mhd.posttraumatic_stress_disorder_ptsd"
[91] "autism_spectrum_disorder_numeric"
[92] "autism_spectrum_disorder"
[93] "mhd.attention_deficit_hyperactivity_disorder_numeric"
[94] "mhd.attention_deficit_hyperactivity_disorder"
[95] "mhd.personality_disorder_numeric"
[96] "mhd.personality_disorder"
[97] "personality_cluster_a_numeric"
[98] "personality_cluster_a"
[99] "personality_cluster_b_numeric"
[100] "personality_cluster_b"
[101] "personality_cluster_c_numeric"
[102] "personality_cluster_c"
[103] "depression_and_anxiety_numeric"
[104] "depression_and_anxiety"
[105] "restricting_vs_binge_eating_eating_disorders_numeric"
[106] "restricting_vs_binge_eating_eating_disorders"
[107] "bipolar_and_schizophrenia_numeric"
[108] "bipolar_and_schizophrenia"
[109] "control_numeric"
[110] "control"
[111] "disorders_total_count"
[112] "comorbidity_total_count_numeric"
[113] "comorbidity_total_count_factor_numeric"
[114] "comorbidity_total_count_factor"
[115] "mhd.none_of_the_above"
[116] "mhd.none_of_the_above.1"
[117] "gad.feeling_nervous_anxious_or_on_edge_prepan"
[118] "gad.control_worrying_stop_prepan"
[119] "gad.worrying_too_much_about_different_things_prepan"
[120] "gad.trouble_relaxing_prepan"
[121] "gad.sit_restless_hard_prepan"
[122] "gad.becoming_easily_annoyed_or_irritable_prepan"
[123] "gad.awful_feeling_afraid_happen_prepan"
[124] "gad.feeling_nervous_anxious_or_on_edge_prepan_numeric"
[125] "gad.control_worrying_stop_prepan_numeric"
[126] "gad.worrying_too_much_about_different_things_prepan_numeric"
[127] "gad.trouble_relaxing_prepan_numeric"
[128] "gad.sit_restless_hard_prepan_numeric"
[129] "gad.becoming_easily_annoyed_or_irritable_prepan_numeric"
[130] "gad.awful_feeling_afraid_happen_prepan_numeric"
[131] "gad.sum_score_prepan_raw"
[132] "na_per_person_gad_prepan"
[133] "gad.sum_score_prepan"
[134] "pcl.stressful_experience_repeated_images_prepan"
[135] "pcl.stressful_experience_upset_reminded_prepan"
[136] "pcl.stressful_situation_avoiding_activities_prepan"
[137] "pcl.cut_people_feeling_distant_prepan"
[138] "pcl.feeling_irritable_or_having_angry_outbursts_prepan"
[139] "pcl.difficulty_concentrating_prepan"
[140] "pcl.stressful_experience_repeated_images_prepan_numeric"
[141] "pcl.stressful_experience_upset_reminded_prepan_numeric"
[142] "pcl.stressful_situation_avoiding_activities_prepan_numeric"
[143] "pcl.cut_people_feeling_distant_prepan_numeric"
[144] "pcl.feeling_irritable_or_having_angry_outbursts_prepan_numeric"
[145] "pcl.difficulty_concentrating_prepan_numeric"
[146] "pcl.sum_score_prepan_raw"
[147] "na_per_person_pcl_prepan"
[148] "pcl.sum_score_prepan"
[149] "phq.little_interest_or_pleasure_in_doing_things_prepan"
[150] "phq.feeling_down_depressed_or_hopeless_prepan"
[151] "phq.staying_asleep_sleeping_trouble_prepan"
[152] "phq.feeling_tired_or_having_little_energy_prepan"
[153] "phq.poor_appetite_or_overeating_prepan"
[154] "phq.feeling_bad_failure_family_prepan"
[155] "phq.trouble_concentrating_reading_newspaper_prepan"
[156] "phq.moving_fidgety_noticed_opposite_prepan"
[157] "phq.dead_hurting_thoughts_prepan"
[158] "phq.little_interest_or_pleasure_in_doing_things_prepan_numeric"
[159] "phq.feeling_down_depressed_or_hopeless_prepan_numeric"
[160] "phq.staying_asleep_sleeping_trouble_prepan_numeric"
[161] "phq.feeling_tired_or_having_little_energy_prepan_numeric"
[162] "phq.poor_appetite_or_overeating_prepan_numeric"
[163] "phq.feeling_bad_failure_family_prepan_numeric"
[164] "phq.trouble_concentrating_reading_newspaper_prepan_numeric"
[165] "phq.moving_fidgety_noticed_opposite_prepan_numeric"
[166] "phq.dead_hurting_thoughts_prepan_numeric"
[167] "phq.sum_score_prepan_raw"
[168] "na_per_person_phq_prepan"
[169] "phq.missing_only_suicide_item_prepan"
[170] "phq.sum_score_prepan"
[171] "phq.sum_score_8items_prepan"
[172] "ocir.i_repeatedly_check_doors_windows_drawers_etc_prepan"
[173] "ocir.arranged_things_change_upset_prepan"
[174] "ocir.repeat_feel_numbers_prepan"
[175] "ocir.clean_simply_wash_feel_prepan"
[176] "ocir.mind_upset_unpleasant_thoughts_prepan"
[177] "ocir.afraid_avoid_throwing_things_prepan"
[178] "ocir.light_switches_water_taps_prepan"
[179] "ocir.arranged_things_prepan"
[180] "ocir.good_feel_bad_numbers_prepan"
[181] "ocir.hands_longer_wash_prepan"
[182] "ocir.saved_things_prepan"
[183] "ocir.frequently_difficulty_rid_nasty_prepan"
[184] "ocir.i_check_things_more_often_than_necessary_prepan"
[185] "ocir.arranged_properly_objects_upset_prepan"
[186] "ocir.feel_compelled_count_things_prepan"
[187] "ocir.strangers_touch_touched_difficult_prepan"
[188] "ocir.control_difficult_find_thoughts_prepan"
[189] "ocir.i_collect_things_i_dont_need_prepan"
[190] "ocir.i_repeatedly_check_doors_windows_drawers_etc_prepan_numeric"
[191] "ocir.arranged_things_change_upset_prepan_numeric"
[192] "ocir.repeat_feel_numbers_prepan_numeric"
[193] "ocir.clean_simply_wash_feel_prepan_numeric"
[194] "ocir.mind_upset_unpleasant_thoughts_prepan_numeric"
[195] "ocir.afraid_avoid_throwing_things_prepan_numeric"
[196] "ocir.light_switches_water_taps_prepan_numeric"
[197] "ocir.arranged_things_prepan_numeric"
[198] "ocir.good_feel_bad_numbers_prepan_numeric"
[199] "ocir.hands_longer_wash_prepan_numeric"
[200] "ocir.saved_things_prepan_numeric"
[201] "ocir.frequently_difficulty_rid_nasty_prepan_numeric"
[202] "ocir.i_check_things_more_often_than_necessary_prepan_numeric"
[203] "ocir.arranged_properly_objects_upset_prepan_numeric"
[204] "ocir.feel_compelled_count_things_prepan_numeric"
[205] "ocir.strangers_touch_touched_difficult_prepan_numeric"
[206] "ocir.control_difficult_find_thoughts_prepan_numeric"
[207] "ocir.i_collect_things_i_dont_need_prepan_numeric"
[208] "ocir.sum_score_prepan_raw"
[209] "na_per_person_ocir_prepan"
[210] "ocir.sum_score_prepan"
[211] "startDate.coping"
[212] "gad.problems_made_difficult_care"
[213] "gad.pandemic_felt_feelings"
[214] "gad.feeling_nervous_anxious_or_on_edge_retro"
[215] "gad.control_worrying_stop_retro"
[216] "gad.worrying_too_much_about_different_things_retro"
[217] "gad.trouble_relaxing_retro"
[218] "gad.sit_restless_hard_retro"
[219] "gad.becoming_easily_annoyed_or_irritable_retro"
[220] "gad.awful_feeling_afraid_happen_retro"
[221] "gad.feeling_nervous_anxious_or_on_edge_base"
[222] "gad.control_worrying_stop_base"
[223] "gad.worrying_too_much_about_different_things_base"
[224] "gad.trouble_relaxing_base"
[225] "gad.sit_restless_hard_base"
[226] "gad.becoming_easily_annoyed_or_irritable_base"
[227] "gad.awful_feeling_afraid_happen_base"
[228] "gad.problems_made_difficult_care_numeric"
[229] "gad.pandemic_felt_feelings_numeric"
[230] "gad.feeling_nervous_anxious_or_on_edge_retro_numeric"
[231] "gad.control_worrying_stop_retro_numeric"
[232] "gad.worrying_too_much_about_different_things_retro_numeric"
[233] "gad.trouble_relaxing_retro_numeric"
[234] "gad.sit_restless_hard_retro_numeric"
[235] "gad.becoming_easily_annoyed_or_irritable_retro_numeric"
[236] "gad.awful_feeling_afraid_happen_retro_numeric"
[237] "gad.feeling_nervous_anxious_or_on_edge_base_numeric"
[238] "gad.control_worrying_stop_base_numeric"
[239] "gad.worrying_too_much_about_different_things_base_numeric"
[240] "gad.trouble_relaxing_base_numeric"
[241] "gad.sit_restless_hard_base_numeric"
[242] "gad.becoming_easily_annoyed_or_irritable_base_numeric"
[243] "gad.awful_feeling_afraid_happen_base_numeric"
[244] "gad.sum_score_retro_raw"
[245] "gad.sum_score_base_raw"
[246] "na_per_person_gad_base"
[247] "na_per_person_gad_retro"
[248] "gad.sum_score_base"
[249] "gad.sum_score_retro"
[250] "pcl.stressful_experience_repeated_images_base"
[251] "pcl.stressful_experience_upset_reminded_base"
[252] "pcl.stressful_situation_avoiding_activities_base"
[253] "pcl.cut_people_feeling_distant_base"
[254] "pcl.feeling_irritable_or_having_angry_outbursts_base"
[255] "pcl.difficulty_concentrating_base"
[256] "pcl.stressful_experience_repeated_images_retro"
[257] "pcl.stressful_experience_upset_reminded_retro"
[258] "pcl.stressful_situation_avoiding_activities_retro"
[259] "pcl.cut_people_feeling_distant_retro"
[260] "pcl.feeling_irritable_or_having_angry_outbursts_retro"
[261] "pcl.difficulty_concentrating_retro"
[262] "pcl.stressful_experience_repeated_images_base_numeric"
[263] "pcl.stressful_experience_upset_reminded_base_numeric"
[264] "pcl.stressful_situation_avoiding_activities_base_numeric"
[265] "pcl.cut_people_feeling_distant_base_numeric"
[266] "pcl.feeling_irritable_or_having_angry_outbursts_base_numeric"
[267] "pcl.difficulty_concentrating_base_numeric"
[268] "pcl.stressful_experience_repeated_images_retro_numeric"
[269] "pcl.stressful_experience_upset_reminded_retro_numeric"
[270] "pcl.stressful_situation_avoiding_activities_retro_numeric"
[271] "pcl.cut_people_feeling_distant_retro_numeric"
[272] "pcl.feeling_irritable_or_having_angry_outbursts_retro_numeric"
[273] "pcl.difficulty_concentrating_retro_numeric"
[274] "pcl.sum_score_retro_raw"
[275] "pcl.sum_score_base_raw"
[276] "na_per_person_pcl_base"
[277] "na_per_person_pcl_retro"
[278] "pcl.sum_score_base"
[279] "pcl.sum_score_retro"
[280] "phq.problems_made_difficult_care"
[281] "phq.pandemic_felt_feelings"
[282] "phq.little_interest_or_pleasure_in_doing_things_retro"
[283] "phq.feeling_down_depressed_or_hopeless_retro"
[284] "phq.staying_asleep_sleeping_trouble_retro"
[285] "phq.feeling_tired_or_having_little_energy_retro"
[286] "phq.poor_appetite_or_overeating_retro"
[287] "phq.feeling_bad_failure_family_retro"
[288] "phq.trouble_concentrating_reading_newspaper_retro"
[289] "phq.moving_fidgety_noticed_opposite_retro"
[290] "phq.dead_hurting_thoughts_retro"
[291] "phq.little_interest_or_pleasure_in_doing_things_base"
[292] "phq.feeling_down_depressed_or_hopeless_base"
[293] "phq.staying_asleep_sleeping_trouble_base"
[294] "phq.feeling_tired_or_having_little_energy_base"
[295] "phq.poor_appetite_or_overeating_base"
[296] "phq.feeling_bad_failure_family_base"
[297] "phq.trouble_concentrating_reading_newspaper_base"
[298] "phq.moving_fidgety_noticed_opposite_base"
[299] "phq.dead_hurting_thoughts_base"
[300] "phq.problems_made_difficult_care_numeric"
[301] "phq.pandemic_felt_feelings_numeric"
[302] "phq.little_interest_or_pleasure_in_doing_things_retro_numeric"
[303] "phq.feeling_down_depressed_or_hopeless_retro_numeric"
[304] "phq.staying_asleep_sleeping_trouble_retro_numeric"
[305] "phq.feeling_tired_or_having_little_energy_retro_numeric"
[306] "phq.poor_appetite_or_overeating_retro_numeric"
[307] "phq.feeling_bad_failure_family_retro_numeric"
[308] "phq.trouble_concentrating_reading_newspaper_retro_numeric"
[309] "phq.moving_fidgety_noticed_opposite_retro_numeric"
[310] "phq.dead_hurting_thoughts_retro_numeric"
[311] "phq.little_interest_or_pleasure_in_doing_things_base_numeric"
[312] "phq.feeling_down_depressed_or_hopeless_base_numeric"
[313] "phq.staying_asleep_sleeping_trouble_base_numeric"
[314] "phq.feeling_tired_or_having_little_energy_base_numeric"
[315] "phq.poor_appetite_or_overeating_base_numeric"
[316] "phq.feeling_bad_failure_family_base_numeric"
[317] "phq.trouble_concentrating_reading_newspaper_base_numeric"
[318] "phq.moving_fidgety_noticed_opposite_base_numeric"
[319] "phq.dead_hurting_thoughts_base_numeric"
[320] "phq.sum_score_retro_raw"
[321] "phq.sum_score_base_raw"
[322] "na_per_person_phq_retro"
[323] "phq.missing_only_suicide_item_retro"
[324] "na_per_person_phq_base"
[325] "phq.missing_only_suicide_item_base"
[326] "phq.sum_score_base"
[327] "phq.sum_score_8items_base"
[328] "phq.sum_score_retro"
[329] "phq.sum_score_8items_retro"
[330] "ocir.felt_pandemic_feelings"
[331] "ocir.i_repeatedly_check_doors_windows_drawers_etc_retro"
[332] "ocir.arranged_things_change_upset_retro"
[333] "ocir.repeat_feel_numbers_retro"
[334] "ocir.clean_simply_wash_feel_retro"
[335] "ocir.mind_upset_unpleasant_thoughts_retro"
[336] "ocir.afraid_avoid_throwing_things_retro"
[337] "ocir.light_switches_water_taps_retro"
[338] "ocir.arranged_things_retro"
[339] "ocir.good_feel_bad_numbers_retro"
[340] "ocir.hands_longer_wash_retro"
[341] "ocir.saved_things_retro"
[342] "ocir.frequently_difficulty_rid_nasty_retro"
[343] "ocir.i_check_things_more_often_than_necessary_retro"
[344] "ocir.arranged_properly_objects_upset_retro"
[345] "ocir.feel_compelled_count_things_retro"
[346] "ocir.strangers_touch_touched_difficult_retro"
[347] "ocir.control_difficult_find_thoughts_retro"
[348] "ocir.i_collect_things_i_dont_need_retro"
[349] "ocir.i_repeatedly_check_doors_windows_drawers_etc_base"
[350] "ocir.arranged_things_change_upset_base"
[351] "ocir.repeat_feel_numbers_base"
[352] "ocir.clean_simply_wash_feel_base"
[353] "ocir.mind_upset_unpleasant_thoughts_base"
[354] "ocir.afraid_avoid_throwing_things_base"
[355] "ocir.light_switches_water_taps_base"
[356] "ocir.arranged_things_base"
[357] "ocir.good_feel_bad_numbers_base"
[358] "ocir.hands_longer_wash_base"
[359] "ocir.saved_things_base"
[360] "ocir.frequently_difficulty_rid_nasty_base"
[361] "ocir.i_check_things_more_often_than_necessary_base"
[362] "ocir.arranged_properly_objects_upset_base"
[363] "ocir.feel_compelled_count_things_base"
[364] "ocir.strangers_touch_touched_difficult_base"
[365] "ocir.control_difficult_find_thoughts_base"
[366] "ocir.i_collect_things_i_dont_need_base"
[367] "ocir.felt_pandemic_feelings_numeric"
[368] "ocir.i_repeatedly_check_doors_windows_drawers_etc_retro_numeric"
[369] "ocir.arranged_things_change_upset_retro_numeric"
[370] "ocir.repeat_feel_numbers_retro_numeric"
[371] "ocir.clean_simply_wash_feel_retro_numeric"
[372] "ocir.mind_upset_unpleasant_thoughts_retro_numeric"
[373] "ocir.afraid_avoid_throwing_things_retro_numeric"
[374] "ocir.light_switches_water_taps_retro_numeric"
[375] "ocir.arranged_things_retro_numeric"
[376] "ocir.good_feel_bad_numbers_retro_numeric"
[377] "ocir.hands_longer_wash_retro_numeric"
[378] "ocir.saved_things_retro_numeric"
[379] "ocir.frequently_difficulty_rid_nasty_retro_numeric"
[380] "ocir.i_check_things_more_often_than_necessary_retro_numeric"
[381] "ocir.arranged_properly_objects_upset_retro_numeric"
[382] "ocir.feel_compelled_count_things_retro_numeric"
[383] "ocir.strangers_touch_touched_difficult_retro_numeric"
[384] "ocir.control_difficult_find_thoughts_retro_numeric"
[385] "ocir.i_collect_things_i_dont_need_retro_numeric"
[386] "ocir.i_repeatedly_check_doors_windows_drawers_etc_base_numeric"
[387] "ocir.arranged_things_change_upset_base_numeric"
[388] "ocir.repeat_feel_numbers_base_numeric"
[389] "ocir.clean_simply_wash_feel_base_numeric"
[390] "ocir.mind_upset_unpleasant_thoughts_base_numeric"
[391] "ocir.afraid_avoid_throwing_things_base_numeric"
[392] "ocir.light_switches_water_taps_base_numeric"
[393] "ocir.arranged_things_base_numeric"
[394] "ocir.good_feel_bad_numbers_base_numeric"
[395] "ocir.hands_longer_wash_base_numeric"
[396] "ocir.saved_things_base_numeric"
[397] "ocir.frequently_difficulty_rid_nasty_base_numeric"
[398] "ocir.i_check_things_more_often_than_necessary_base_numeric"
[399] "ocir.arranged_properly_objects_upset_base_numeric"
[400] "ocir.feel_compelled_count_things_base_numeric"
[401] "ocir.strangers_touch_touched_difficult_base_numeric"
[402] "ocir.control_difficult_find_thoughts_base_numeric"
[403] "ocir.i_collect_things_i_dont_need_base_numeric"
[404] "ocir.sum_score_retro_raw"
[405] "ocir.sum_score_base_raw"
[406] "na_per_person_ocir_retro"
[407] "na_per_person_ocir_base"
[408] "ocir.sum_score_base"
[409] "ocir.sum_score_retro"
[410] "alsfrs.limb_weakness_noticed_past"
[411] "alsfrs.normal"
[412] "alsfrs.slow_or_sloppy_all_words_are_legible"
[413] "alsfrs.not_all_words_are_legible"
[414] "alsfrs.able_to_grip_pen"
[415] "alsfrs.unable_to_grip_pen"
[416] "alsfrs.have_you_noticed_any_difficulty_walking"
[417] "alsfrs.do_you_have_any_difficulty_climbing_stairs"
[418] "alsfrs.limb_weakness_noticed_past_numeric"
[419] "alsfrs.normal_numeric"
[420] "alsfrs.slow_or_sloppy_all_words_are_legible_numeric"
[421] "alsfrs.not_all_words_are_legible_numeric"
[422] "alsfrs.able_to_grip_pen_numeric"
[423] "alsfrs.unable_to_grip_pen_numeric"
[424] "alsfrs.have_you_noticed_any_difficulty_walking_numeric"
[425] "alsfrs.do_you_have_any_difficulty_climbing_stairs_numeric"
[426] "ess.felt_excessively_sleepy_past"
[427] "ess.sitting_and_reading"
[428] "ess.watching_tv"
[429] "ess.sitting_inactive_in_a_public_place"
[430] "ess.break_passenger_car_hour"
[431] "ess.afternoon_rest_circumstances_lying"
[432] "ess.sitting_and_talking_to_someone"
[433] "ess.sitting_quietly_after_a_lunch_without_alcohol"
[434] "ess.car_minutes_stopped_traffic"
[435] "ess.insomnia"
[436] "ess.narcolepsy"
[437] "ess.rem_sleep_behaviour_disorder"
[438] "ess.restless_legs_syndrome"
[439] "ess.sleep_apnea"
[440] "ess.sleep_terrors"
[441] "ess.sleepwalking"
[442] "ess.other"
[443] "ess.none"
[444] "ess.felt_excessively_sleepy_past_numeric"
[445] "ess.sitting_and_reading_numeric"
[446] "ess.watching_tv_numeric"
[447] "ess.sitting_inactive_in_a_public_place_numeric"
[448] "ess.break_passenger_car_hour_numeric"
[449] "ess.afternoon_rest_circumstances_lying_numeric"
[450] "ess.sitting_and_talking_to_someone_numeric"
[451] "ess.sitting_quietly_after_a_lunch_without_alcohol_numeric"
[452] "ess.car_minutes_stopped_traffic_numeric"
[453] "ess.insomnia_numeric"
[454] "ess.narcolepsy_numeric"
[455] "ess.rem_sleep_behaviour_disorder_numeric"
[456] "ess.restless_legs_syndrome_numeric"
[457] "ess.sleep_apnea_numeric"
[458] "ess.sleep_terrors_numeric"
[459] "ess.sleepwalking_numeric"
[460] "ess.other_numeric"
[461] "ess.none_numeric"
[462] "midas.headaches_suffered_past_month"
[463] "midas.days_past_month_miss_work_school"
[464] "midas.days_past_month_work_school_half_productivity"
[465] "midas.days_past_month_miss_housework"
[466] "midas.days_past_month_housework_half_productivity"
[467] "midas.days_past_month_miss_social_activities"
[468] "midas.headaches_suffered_past_month_numeric"
[469] "midas.days_past_month_miss_work_school_numeric"
[470] "midas.days_past_month_work_school_half_productivity_numeric"
[471] "midas.days_past_month_miss_housework_numeric"
[472] "midas.days_past_month_housework_half_productivity_numeric"
[473] "midas.days_past_month_miss_social_activities_numeric"
[474] "nmss.ability_taste_food_smell"
[475] "nmss.severe_taste_smell_loss"
[476] "nmss.ability_taste_food_smell_numeric"
[477] "nmss.severe_taste_smell_loss_numeric"
[478] "nmsw.drink_problems_choking_difficulty"
[479] "nmsw.regularly_night_pass_urine"
[480] "nmsw.sex_difficult_finding"
[481] "nmsw.weak_standing_feeling_light"
[482] "nmsw.acting_moving_sleep_talking"
[483] "nmsw.double_vision"
[484] "nmsw.drink_problems_choking_difficulty_numeric"
[485] "nmsw.regularly_night_pass_urine_numeric"
[486] "nmsw.sex_difficult_finding_numeric"
[487] "nmsw.weak_standing_feeling_light_numeric"
[488] "nmsw.acting_moving_sleep_talking_numeric"
[489] "nmsw.double_vision_numeric"
[490] "tinnitus.ears_noises_minutes_head"
[491] "tinnitus.ears_noises_minutes_head_frequency"
[492] "tinnitus.noises_worry_worst_upset"
[493] "tinnitus.ears_noises_minutes_head_numeric"
[494] "tinnitus.ears_noises_minutes_head_frequency_numeric"
[495] "tinnitus.noises_worry_worst_upset_numeric"
[496] "ID.dup"
[497] "prepandemic_january_31_numeric"
[498] "prepandemic_january_31"
[499] "prepandemic_march_1_numeric"
[500] "prepandemic_march_1"
[501] "prepandemic_march_23_numeric"
[502] "prepandemic_march_23"
[503] "time_diff_coping_lockdown_march_23"
[504] "time_diff_coping_awareness_march_1"
[505] "time_diff_coping_first_case_uk_jan_31"
[506] "time_diff_signup_lockdown_march_23"
[507] "time_diff_signup_awareness_march_1"
[508] "time_diff_signup_first_case_uk_jan_31"
[509] "time_diff_sign_up_coping"
[510] "phq.diff_score_retro_prepan"
[511] "phq.diff_score_base_prepan"
[512] "phq.diff_score_base_retro"
[513] "gad.diff_score_retro_prepan"
[514] "gad.diff_score_base_prepan"
[515] "gad.diff_score_base_retro"
[516] "pcl.diff_score_base_prepan"
[517] "ocir.diff_score_retro_prepan"
[518] "ocir.diff_score_base_prepan"
[519] "ocir.diff_score_base_retro"
[520] "data_group_phq_numeric"
[521] "data_group_phq"
[522] "data_group_gad_numeric"
[523] "data_group_gad"
[524] "data_group_pcl_numeric"
[525] "data_group_pcl"
[526] "data_group_ocir_numeric"
[527] "data_group_ocir"
[528] "respiratory.breath_diarrhoea_fatigue_fever"
[529] "respiratory.worst_ill_feel"
[530] "respiratory.persistent_cough"
[531] "respiratory.skipping_meals_because_you_felt_unwell"
[532] "respiratory.was_your_sense_of_smell_impaired"
[533] "respiratory.was_your_sense_of_taste_impaired"
[534] "respiratory.feeling_tiredfatigued"
[535] "respiratory.throat_swab_coronavirus_nose"
[536] "respiratory.throat_swab_test_nose"
[537] "respiratory.coronavirus_antibody_test"
[538] "respiratory.results_antibody_test"
[539] "respiratory.breath_diarrhoea_fatigue_fever_numeric"
[540] "respiratory.worst_ill_feel_numeric"
[541] "respiratory.persistent_cough_numeric"
[542] "respiratory.skipping_meals_because_you_felt_unwell_numeric"
[543] "respiratory.was_your_sense_of_smell_impaired_numeric"
[544] "respiratory.was_your_sense_of_taste_impaired_numeric"
[545] "respiratory.feeling_tiredfatigued_numeric"
[546] "respiratory.throat_swab_coronavirus_nose_numeric"
[547] "respiratory.throat_swab_test_nose_numeric"
[548] "respiratory.coronavirus_antibody_test_numeric"
[549] "respiratory.results_antibody_test_numeric"
[550] "respiratory.anosmia_binary"
[551] "respiratory.pcough_binary"
[552] "respiratory.fatigue_binary"
[553] "respiratory.skipped_meals_binary"
[554] "Sex_respiratory"
[555] "Age_respiratory"
[556] "covid_symptoms"
[557] "covid_probability"
[558] "covid_odds_ratio"
[559] "covid_odds_ratio_50_numeric"
[560] "covid_odds_ratio_50"
[561] "covid_probable_case_incl_screening_numeric"
[562] "covid_probable_case_incl_screening"
[563] "COPING_ID"
[564] "Birthyear_unc"
[565] "Birthmonth"
[566] "Birthday"
[567] "Birthyear_unc_numeric"
[568] "Birthmonth_numeric"
[569] "Birthday_numeric"
[570] "Birthyear_numeric"
[571] "Birthdate"
[572] "Cohort"
[573] "Ethnicity.unc"
[574] "Cohort_numeric"
[575] "Ethnicity.unc_numeric"
[576] "Ethnicity_full"
[577] "Transgender_uncleaned"
[578] "Transgender_uncleaned_numeric"
[579] "employment.what_is_your_highest_level_of_education"
[580] "employment.what_is_your_highest_level_of_education_numeric"
[581] "respiratory.coronavirus_week_antibody_test"
[582] "respiratory.coronavirus_week_antibody_test_numeric"
[583] "covid_test_positive_double_numeric"
[584] "covid_test_positive_double"
[585] "gad.covid_test_positive_numeric"
[586] "covid_test_positive"
[587] "age_category_collapsed_numeric"
[588] "age_category_collapsed"
[589] "Gender_collapsed_numeric"
[590] "Gender_collapsed"
[591] "Ethnicity_collapsed_numeric"
[592] "Ethnicity_collapsed"
[593] "Disorder_hierarchical_psychosis_numeric"
[594] "Disorder_hierarchical_psychosis"
[595] "Disorder_hierarchical_numeric"
[596] "Disorder_hierarchical"
[597] "gad.change_binary_numeric"
[598] "gad.change_binary"
[599] "phq.change_binary_numeric"
[600] "phq.change_binary"
[601] "ocir.change_binary_numeric"
[602] "ocir.change_binary"
Important vectors with collections of columns
Vectors for sum_score
[1] "gad.sum_score_prepan" "pcl.sum_score_prepan"
[3] "phq.sum_score_prepan" "phq.sum_score_8items_prepan"
[5] "ocir.sum_score_prepan" "gad.sum_score_base"
[7] "gad.sum_score_retro" "pcl.sum_score_base"
[9] "pcl.sum_score_retro" "phq.sum_score_base"
[11] "phq.sum_score_8items_base" "phq.sum_score_retro"
[13] "phq.sum_score_8items_retro" "ocir.sum_score_base"
[15] "ocir.sum_score_retro"
[1] "phq.sum_score_prepan" "phq.sum_score_base" "phq.sum_score_retro"
[1] "gad.sum_score_prepan" "gad.sum_score_base" "gad.sum_score_retro"
[1] "ocir.sum_score_prepan" "ocir.sum_score_base" "ocir.sum_score_retro"
[1] "pcl.sum_score_prepan" "pcl.sum_score_base" "pcl.sum_score_retro"
Vectors for diff_score
[1] "phq.diff_score_retro_prepan" "phq.diff_score_base_prepan"
[3] "phq.diff_score_base_retro" "gad.diff_score_retro_prepan"
[5] "gad.diff_score_base_prepan" "gad.diff_score_base_retro"
[7] "pcl.diff_score_base_prepan" "ocir.diff_score_retro_prepan"
[9] "ocir.diff_score_base_prepan" "ocir.diff_score_base_retro"
[1] "phq.diff_score_retro_prepan" "phq.diff_score_base_prepan"
[3] "phq.diff_score_base_retro"
[1] "gad.diff_score_retro_prepan" "gad.diff_score_base_prepan"
[3] "gad.diff_score_base_retro"
[1] "ocir.diff_score_retro_prepan" "ocir.diff_score_base_prepan"
[3] "ocir.diff_score_base_retro"
ANALYSIS PLAN
- Calculate mean change per disorder group
- Disorders (9)
- Rank the disorders by the size of the change
- Sex
- Age (13; RAMP; potentially collapse above 65 depending on group sizes)
- Ethnicity groups (5; White European, Black (British), Asian, Arab, Mixed)
1. Questionnaire comparions: Calculate mean change per group
gad
Summary scores
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
Table for knitting gad sum score summary table
| No change |
Base |
0 |
21 |
2.665863 |
0.0 |
4.451322 |
2.1775181 |
4.4518534 |
| No change |
Prepan |
0 |
21 |
8.254932 |
7.0 |
6.202852 |
0.4754996 |
-0.9032129 |
| No change |
Retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
| Worsening |
Base |
0 |
21 |
8.695957 |
7.0 |
5.696058 |
0.5245479 |
-0.8011604 |
| Worsening |
Prepan |
0 |
21 |
9.403875 |
8.0 |
5.859497 |
0.3389671 |
-0.9329372 |
| Worsening |
Retro |
0 |
21 |
4.638103 |
4.0 |
4.279377 |
1.3752419 |
1.9313176 |
| Improvement |
Base |
0 |
21 |
4.771279 |
3.0 |
4.830869 |
1.3672217 |
1.5731623 |
| Improvement |
Prepan |
0 |
21 |
9.228041 |
8.0 |
5.817921 |
0.3295928 |
-0.9032305 |
| Improvement |
Retro |
0 |
21 |
8.362857 |
7.0 |
5.468934 |
0.5124932 |
-0.5869968 |
| NA |
Base |
0 |
21 |
5.700000 |
4.5 |
5.994045 |
1.0357477 |
0.1012029 |
| NA |
Prepan |
0 |
21 |
10.000000 |
13.0 |
8.563488 |
-0.0313927 |
-1.9895986 |
| NA |
Retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
Differences scores
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
Table for knitting gad diff summary table
| No change |
Base - prepan |
-21 |
20 |
-2.0498783 |
-1 |
4.730325 |
-0.4870231 |
1.5079948 |
| No change |
Base - retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
| No change |
Prepan - retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
| Worsening |
Base - prepan |
-18 |
21 |
0.9694803 |
1 |
5.309832 |
-0.0145504 |
0.6007935 |
| Worsening |
Base - retro |
-21 |
21 |
4.0587466 |
3 |
4.286868 |
0.7700269 |
0.8792915 |
| Worsening |
Prepan - retro |
-21 |
18 |
-3.5772884 |
-3 |
5.108094 |
-0.2892807 |
0.4412892 |
| Improvement |
Base - prepan |
-21 |
12 |
-4.0760778 |
-3 |
5.490428 |
-0.2970813 |
0.1264514 |
| Improvement |
Base - retro |
-21 |
21 |
-3.5866667 |
-3 |
5.322797 |
0.4752668 |
2.1484694 |
| Improvement |
Prepan - retro |
-21 |
20 |
0.3536379 |
1 |
5.692678 |
-0.1576467 |
0.8754152 |
| NA |
Base - prepan |
-9 |
6 |
-1.5000000 |
-2 |
5.431390 |
0.0468089 |
-1.6798094 |
| NA |
Base - retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
| NA |
Prepan - retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
Plots diff
makes this into percentages
Warning: Removed 56536 rows containing non-finite values (stat_count).
Warning: Removed 33099 rows containing non-finite values (stat_bin).
Warning: Removed 33099 rows containing non-finite values (stat_bin).
Warning: Removed 23437 rows containing non-finite values (stat_bin).
Plots sum
Warning: Removed 33099 rows containing non-finite values (stat_bin).
Warning: Removed 33099 rows containing non-finite values (stat_bin).
Violin plots
Warning: `fun.y` is deprecated. Use `fun` instead.
Warning: `fun.ymin` is deprecated. Use `fun.min` instead.
Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
Warning: Removed 33099 rows containing non-finite values (stat_ydensity).
Warning: Removed 33099 rows containing non-finite values (stat_summary).
Warning: Removed 33099 rows containing missing values (geom_point).
Warning: `fun.y` is deprecated. Use `fun` instead.
Warning: `fun.ymin` is deprecated. Use `fun.min` instead.
Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
Warning: Removed 33099 rows containing non-finite values (stat_ydensity).
Warning: Removed 33099 rows containing non-finite values (stat_summary).
Warning: Removed 33099 rows containing missing values (geom_point).
Warning: `fun.y` is deprecated. Use `fun` instead.
Warning: `fun.ymin` is deprecated. Use `fun.min` instead.
Warning: `fun.ymax` is deprecated. Use `fun.max` instead.
Warning: Removed 33099 rows containing non-finite values (stat_ydensity).
Warning: Removed 33099 rows containing non-finite values (stat_summary).
Warning: Removed 33099 rows containing missing values (geom_point).
phq
Summary scores
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
Table for knitting phq sum score summary table
| No change |
Base |
0 |
27 |
3.779763 |
2 |
5.481075 |
2.0240159 |
3.8206843 |
| No change |
Prepan |
0 |
27 |
10.489318 |
9 |
7.211689 |
0.4737527 |
-0.7484781 |
| No change |
Retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
| Worsening |
Base |
0 |
27 |
10.318865 |
9 |
6.601230 |
0.5934998 |
-0.5407978 |
| Worsening |
Prepan |
0 |
27 |
11.731892 |
11 |
6.742218 |
0.3025175 |
-0.7730617 |
| Worsening |
Retro |
0 |
27 |
5.713298 |
4 |
5.275219 |
1.4212461 |
1.9501353 |
| Improvement |
Base |
0 |
27 |
6.759112 |
5 |
5.758644 |
1.0575115 |
0.7067317 |
| Improvement |
Prepan |
0 |
27 |
11.511645 |
11 |
6.718528 |
0.3046296 |
-0.8118759 |
| Improvement |
Retro |
0 |
27 |
9.813261 |
9 |
6.780903 |
0.5958911 |
-0.4615114 |
| NA |
Base |
0 |
27 |
5.884892 |
3 |
6.885270 |
1.1461385 |
0.3684788 |
| NA |
Prepan |
0 |
25 |
11.424242 |
9 |
7.583000 |
0.3851207 |
-1.1446285 |
| NA |
Retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
Differences score
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
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Table for knitting phq diff summary table
| No change |
Base - prepan |
-25 |
23 |
-1.9826472 |
-1 |
5.133551 |
-0.3168253 |
1.6880781 |
| No change |
Base - retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
| No change |
Prepan - retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
| Worsening |
Base - prepan |
-23 |
24 |
0.7995943 |
1 |
5.546920 |
-0.0685706 |
0.8779614 |
| Worsening |
Base - retro |
-18 |
27 |
4.6013154 |
4 |
4.537987 |
0.9270470 |
1.3367436 |
| Worsening |
Prepan - retro |
-27 |
21 |
-4.2498646 |
-4 |
5.496923 |
-0.3766182 |
0.6037092 |
| Improvement |
Base - prepan |
-22 |
14 |
-4.0313183 |
-3 |
5.595035 |
-0.4118415 |
0.2308405 |
| Improvement |
Base - retro |
-24 |
23 |
-3.0461797 |
-3 |
5.576957 |
0.0339898 |
1.8480119 |
| Improvement |
Prepan - retro |
-27 |
22 |
-0.1211679 |
0 |
6.134474 |
-0.0254236 |
0.7299648 |
| NA |
Base - prepan |
-21 |
8 |
-0.5312500 |
0 |
6.111778 |
-1.1041870 |
1.8755762 |
| NA |
Base - retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
| NA |
Prepan - retro |
Inf |
-Inf |
NaN |
NA |
NA |
NA |
NA |
Plots
makes this into percentages
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Plots sum
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Violin plots
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ocir
Summary scores
Warning in min(., na.rm = T): no non-missing arguments to min; returning Inf
Warning in max(., na.rm = T): no non-missing arguments to max; returning -Inf
Table for knitting ocir sum score summary table
| Base |
0 |
72 |
17.80762 |
15 |
12.88086 |
1.1272426 |
1.1744348 |
| Prepan |
1 |
71 |
27.48730 |
26 |
14.13691 |
0.6265723 |
-0.0286904 |
| Retro |
0 |
71 |
16.99466 |
14 |
12.83344 |
1.0979581 |
0.9647110 |
Differences scores
Table for knitting ocir diff summary table
| Base - prepan |
-40 |
34 |
-8.0439560 |
-7 |
10.749154 |
-0.1101172 |
0.6746143 |
| Base - retro |
-44 |
72 |
0.9100517 |
0 |
9.658776 |
0.2846682 |
2.4704171 |
| Prepan - retro |
-30 |
27 |
-3.5058005 |
-3 |
9.301472 |
-0.0619316 |
0.3779813 |
Plots
makes this into percentages
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Plots sum
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Violin plots
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++CH: Rank the disorders by the size of the change
PCL: Calculate the total GLAD, COPING, RAMP baseline ## PCL
Table for knitting pcl sum score summary table
| Base - prepan |
-23 |
24 |
0.2068164 |
0 |
5.666463 |
-0.0743275 |
0.6542706 |
Table for knitting pcl diff summary table
| Base |
6 |
30 |
12.33784 |
11 |
6.051631 |
0.9357645 |
-0.0152704 |
| Prepan |
6 |
30 |
15.63577 |
15 |
6.120978 |
0.3799305 |
-0.7386952 |
For each item present percentages of how say that this is due to the pandemic
| pcl.cut_people_feeling_distant_retro_numeric |
0 |
5970 |
18.7 |
5970 (18.7%) |
| pcl.cut_people_feeling_distant_retro_numeric |
1 |
15402 |
48.3 |
15402 (48.3%) |
| pcl.cut_people_feeling_distant_retro_numeric |
Missing |
10512 |
33.0 |
10512 (33%) |
| pcl.difficulty_concentrating_retro_numeric |
0 |
9916 |
31.1 |
9916 (31.1%) |
| pcl.difficulty_concentrating_retro_numeric |
1 |
10289 |
32.3 |
10289 (32.3%) |
| pcl.difficulty_concentrating_retro_numeric |
Missing |
11679 |
36.6 |
11679 (36.6%) |
| pcl.feeling_irritable_or_having_angry_outbursts_retro_numeric |
0 |
8756 |
27.5 |
8756 (27.5%) |
| pcl.feeling_irritable_or_having_angry_outbursts_retro_numeric |
1 |
9870 |
31.0 |
9870 (31%) |
| pcl.feeling_irritable_or_having_angry_outbursts_retro_numeric |
Missing |
13258 |
41.6 |
13258 (41.6%) |
| pcl.stressful_experience_repeated_images_retro_numeric |
0 |
13112 |
41.1 |
13112 (41.1%) |
| pcl.stressful_experience_repeated_images_retro_numeric |
1 |
2902 |
9.1 |
2902 (9.1%) |
| pcl.stressful_experience_repeated_images_retro_numeric |
Missing |
15870 |
49.8 |
15870 (49.8%) |
| pcl.stressful_experience_upset_reminded_retro_numeric |
0 |
13848 |
43.4 |
13848 (43.4%) |
| pcl.stressful_experience_upset_reminded_retro_numeric |
1 |
3742 |
11.7 |
3742 (11.7%) |
| pcl.stressful_experience_upset_reminded_retro_numeric |
Missing |
14294 |
44.8 |
14294 (44.8%) |
| pcl.stressful_situation_avoiding_activities_retro_numeric |
0 |
9158 |
28.7 |
9158 (28.7%) |
| pcl.stressful_situation_avoiding_activities_retro_numeric |
1 |
2465 |
7.7 |
2465 (7.7%) |
| pcl.stressful_situation_avoiding_activities_retro_numeric |
Missing |
20261 |
63.5 |
20261 (63.5%) |
Plots sum
Warning: Removed 43815 rows containing non-finite values (stat_bin).
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Create subsets of data for analyses
Filter data frame to create 2 additional datasets. Additional exclusion criteria (beyond those listed above) are specified below:
- Retrospective - baseline change anlyses i. Exclude individuals missing retrospective and/or baseline data
- Prepandemic - baseline change analyses i. Exclude individuals missing pandemic and/or baseline data ii. Exclude individuals with prepandemic data collected after 1st March.
Retro-baseline analyses
[1] 23539 602
Prepan-baseline analyses Exclude individuals with NA for MHD, age, gender; exclude if prepan data collected after 1 March
[1] 11230 602
- Regression models (Regress covariates out of the change? Which?)
- Model 0: Disorders
- Model 1: Model 0 + Sex + Age + Ethnicity + Time registration and baseline
Re-calculate change
Re-rank the change again
- PCL:
- Calculate the total GLAD, COPING, RAMP baseline
- For each item:
- present percentages of how say that this is due to the pandemic
- Calculate a variable PCL pandemic score
- If one item is highly endorsed due to pandemic -> exclude in sensitivity analysis
2. Regression
Regress covariates out of the change? Which?
Model naming conventions: 0 - unadjusted 1 - adjusted a - hierarchical disorders b - overlapping disorder categories
++MD: We may want to exclude disorders from Model b that aren't including in the hierarchy (e.g. ADHD, ASD)
Functions
GAD baseline, not controlling for prior symptoms
Model 0a: Disorder_hierarchical, Unadjusted
| Intercept |
2.48 |
2.38 |
2.57 |
0.05 |
0.00e+00 |
| Anxiety disorders |
4.13 |
3.88 |
4.39 |
0.13 |
5.84e-217 |
| Eating disorders |
3.76 |
2.94 |
4.58 |
0.42 |
3.03e-19 |
| OCDs |
6.52 |
5.85 |
7.19 |
0.34 |
1.26e-80 |
| PTSD |
4.97 |
4.31 |
5.64 |
0.34 |
3.36e-48 |
| Depressive disorders |
5.76 |
5.63 |
5.88 |
0.06 |
0.00e+00 |
| Bipolar disorders |
7.40 |
7.08 |
7.72 |
0.16 |
0.00e+00 |
| 31331 |
0.22 |
0.22 |
1503.62 |
0.00e+00 |
6 |
Model 0b: Overlapping disorders, Unadjusted
| Intercept |
2.67 |
2.59 |
2.76 |
0.04 |
0.00e+00 |
| Depressive and anxiety disorder |
5.63 |
5.50 |
5.77 |
0.07 |
0.00e+00 |
| Only depressive disorder |
2.08 |
1.90 |
2.25 |
0.09 |
4.32e-117 |
| Only anxiety disorder |
4.03 |
3.81 |
4.26 |
0.11 |
1.97e-264 |
| Eating disorders |
1.46 |
1.22 |
1.69 |
0.12 |
1.10e-33 |
| OCDs |
1.94 |
1.71 |
2.17 |
0.12 |
8.53e-63 |
| Psychotic and bipolar disorder |
0.38 |
-0.26 |
1.02 |
0.33 |
0.24 |
| Only psychotic disorder |
0.35 |
-0.20 |
0.90 |
0.28 |
0.21 |
| Only bipolar disorder |
0.46 |
0.11 |
0.80 |
0.18 |
0.009 |
| PTSD |
1.56 |
1.35 |
1.77 |
0.11 |
2.35e-48 |
| ASD |
2.18 |
1.77 |
2.59 |
0.21 |
1.80e-25 |
| ADHD |
1.17 |
0.63 |
1.71 |
0.28 |
2.36e-05 |
| Personality disorder |
2.19 |
1.89 |
2.49 |
0.15 |
5.79e-46 |
| 31331 |
0.22 |
0.22 |
1503.62 |
0.00e+00 |
6 |
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
8.89 |
8.47 |
9.31 |
0.21 |
0.00e+00 |
| Anxiety disorders |
2.97 |
2.71 |
3.23 |
0.13 |
4.70e-110 |
| Eating disorders |
2.11 |
1.30 |
2.92 |
0.41 |
3.11e-07 |
| OCDs |
4.01 |
3.35 |
4.67 |
0.34 |
1.32e-32 |
| PTSD |
3.97 |
3.31 |
4.64 |
0.34 |
1.77e-31 |
| Depressive disorders |
4.53 |
4.39 |
4.67 |
0.07 |
0.00e+00 |
| Bipolar disorders |
6.08 |
5.77 |
6.40 |
0.16 |
2.59e-300 |
| Female |
1.00 |
0.86 |
1.14 |
0.07 |
2.36e-44 |
| Non-binary/Self-defined |
1.60 |
1.04 |
2.17 |
0.29 |
2.48e-08 |
| 19-25 years |
-1.49 |
-1.90 |
-1.09 |
0.21 |
3.23e-13 |
| 26-35 years |
-3.23 |
-3.60 |
-2.85 |
0.19 |
1.59e-63 |
| 36-45 years |
-4.07 |
-4.45 |
-3.70 |
0.19 |
3.21e-98 |
| 46-55 years |
-4.80 |
-5.17 |
-4.43 |
0.19 |
8.04e-142 |
| 56-65 years |
-5.83 |
-6.20 |
-5.46 |
0.19 |
4.66e-209 |
| 66-70 years |
-6.80 |
-7.20 |
-6.40 |
0.20 |
1.32e-240 |
| 71-75 years |
-6.99 |
-7.42 |
-6.57 |
0.22 |
8.69e-225 |
| 76+ years |
-6.92 |
-7.46 |
-6.38 |
0.28 |
3.43e-137 |
| Mixed or multiple ethnic origins |
0.05 |
-0.40 |
0.50 |
0.23 |
0.84 |
| Asian or Asian British |
-0.32 |
-0.86 |
0.23 |
0.28 |
0.26 |
| African or African British |
-0.25 |
-1.18 |
0.68 |
0.47 |
0.60 |
| Other ethnicity |
0.98 |
0.15 |
1.81 |
0.42 |
0.02 |
| Time difference: Lockdown to baseline |
-0.24 |
-0.27 |
-0.21 |
0.02 |
1.30e-55 |
| 31331 |
0.22 |
0.22 |
1503.62 |
0.00e+00 |
6 |
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
8.89 |
8.50 |
9.29 |
0.20 |
0.00e+00 |
| Depressive and anxiety disorder |
4.61 |
4.46 |
4.75 |
0.07 |
0.00e+00 |
| Only depressive disorder |
1.81 |
1.63 |
2.00 |
0.09 |
1.19e-83 |
| Only anxiety disorder |
3.06 |
2.82 |
3.29 |
0.12 |
2.30e-145 |
| Eating disorders |
0.90 |
0.67 |
1.13 |
0.12 |
3.32e-14 |
| OCDs |
1.45 |
1.23 |
1.67 |
0.11 |
5.32e-37 |
| Psychotic and bipolar disorder |
0.74 |
0.12 |
1.37 |
0.32 |
0.02 |
| Only psychotic disorder |
0.51 |
-0.02 |
1.05 |
0.27 |
0.06 |
| Only bipolar disorder |
0.65 |
0.31 |
0.99 |
0.17 |
1.75e-04 |
| PTSD |
1.58 |
1.38 |
1.79 |
0.11 |
9.15e-51 |
| ASD |
1.31 |
0.90 |
1.72 |
0.21 |
2.74e-10 |
| ADHD |
0.46 |
-0.08 |
0.99 |
0.27 |
0.10 |
| Personality disorder |
1.82 |
1.52 |
2.11 |
0.15 |
2.43e-33 |
| Female |
0.94 |
0.81 |
1.08 |
0.07 |
1.03e-42 |
| Non-binary/Self-defined |
0.69 |
0.15 |
1.23 |
0.28 |
0.01 |
| 19-25 years |
-1.73 |
-2.10 |
-1.35 |
0.19 |
2.84e-19 |
| 26-35 years |
-3.33 |
-3.69 |
-2.98 |
0.18 |
7.22e-76 |
| 36-45 years |
-3.98 |
-4.34 |
-3.62 |
0.18 |
4.45e-105 |
| 46-55 years |
-4.49 |
-4.84 |
-4.14 |
0.18 |
4.33e-139 |
| 56-65 years |
-5.36 |
-5.70 |
-5.01 |
0.18 |
1.23e-200 |
| 66-70 years |
-6.30 |
-6.68 |
-5.93 |
0.19 |
1.11e-234 |
| 71-75 years |
-6.51 |
-6.91 |
-6.11 |
0.20 |
3.55e-220 |
| 76+ years |
-6.40 |
-6.91 |
-5.89 |
0.26 |
1.01e-131 |
| Mixed or multiple ethnic origins |
0.10 |
-0.33 |
0.53 |
0.22 |
0.65 |
| Asian or Asian British |
0.15 |
-0.36 |
0.67 |
0.26 |
0.56 |
| African or African British |
-0.16 |
-1.05 |
0.72 |
0.45 |
0.72 |
| Other ethnicity |
0.74 |
-0.04 |
1.53 |
0.40 |
0.06 |
| Key worker |
-0.34 |
-0.47 |
-0.22 |
0.06 |
5.46e-08 |
| Time difference: Lockdown to baseline |
-0.25 |
-0.28 |
-0.22 |
0.01 |
1.19e-65 |
| 31331 |
0.22 |
0.22 |
1503.62 |
0.00e+00 |
6 |
GAD prepan
Regression: Change scores
Model 0a: Disorder_hierarchical, Unadjusted
| Intercept |
-1.16 |
-2.09 |
-0.22 |
0.48 |
0.02 |
| Anxiety disorders |
0.19 |
-0.84 |
1.22 |
0.53 |
0.72 |
| Eating disorders |
-0.57 |
-2.60 |
1.47 |
1.04 |
0.59 |
| OCDs |
-0.14 |
-1.55 |
1.26 |
0.72 |
0.84 |
| PTSD |
-0.06 |
-1.68 |
1.57 |
0.83 |
0.95 |
| Depressive disorders |
0.85 |
-0.09 |
1.79 |
0.48 |
0.08 |
| Bipolar disorders |
0.80 |
-0.21 |
1.81 |
0.52 |
0.12 |
| 11144 |
0.00 |
0.00 |
2.98 |
0.007 |
6 |
Model 0b: Overlapping disorders, Unadjusted
| Intercept |
-0.83 |
-1.51 |
-0.16 |
0.34 |
0.02 |
| Depressive and anxiety disorder |
0.45 |
-0.24 |
1.13 |
0.35 |
0.20 |
| Only depressive disorder |
0.98 |
0.24 |
1.72 |
0.38 |
0.009 |
| Only anxiety disorder |
-0.24 |
-1.01 |
0.53 |
0.40 |
0.54 |
| Eating disorders |
0.18 |
-0.15 |
0.51 |
0.17 |
0.29 |
| OCDs |
-0.26 |
-0.57 |
0.05 |
0.16 |
0.11 |
| Psychotic and bipolar disorder |
-0.51 |
-1.42 |
0.39 |
0.46 |
0.27 |
| Only psychotic disorder |
0.76 |
0.00 |
1.52 |
0.39 |
0.05 |
| Only bipolar disorder |
0.20 |
-0.26 |
0.65 |
0.23 |
0.40 |
| PTSD |
0.14 |
-0.16 |
0.43 |
0.15 |
0.36 |
| ASD |
0.16 |
-0.44 |
0.76 |
0.31 |
0.61 |
| ADHD |
-0.74 |
-1.56 |
0.09 |
0.42 |
0.08 |
| Personality disorder |
-0.16 |
-0.57 |
0.24 |
0.21 |
0.43 |
| 11144 |
0.00 |
0.00 |
2.98 |
0.007 |
6 |
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
-1.96 |
-3.19 |
-0.72 |
0.63 |
0.002 |
| Anxiety disorders |
0.13 |
-0.91 |
1.16 |
0.53 |
0.81 |
| Eating disorders |
-0.72 |
-2.75 |
1.32 |
1.04 |
0.49 |
| OCDs |
-0.24 |
-1.65 |
1.16 |
0.72 |
0.74 |
| PTSD |
-0.21 |
-1.85 |
1.43 |
0.84 |
0.80 |
| Depressive disorders |
0.75 |
-0.19 |
1.69 |
0.48 |
0.12 |
| Bipolar disorders |
0.76 |
-0.26 |
1.77 |
0.52 |
0.14 |
| Female |
0.49 |
0.21 |
0.77 |
0.14 |
5.29e-04 |
| Non-binary/Self-defined |
0.42 |
-0.37 |
1.22 |
0.40 |
0.29 |
| 19-25 years |
0.53 |
-0.16 |
1.23 |
0.35 |
0.13 |
| 26-35 years |
0.50 |
-0.17 |
1.16 |
0.34 |
0.14 |
| 36-45 years |
0.65 |
-0.02 |
1.33 |
0.34 |
0.06 |
| 46-55 years |
0.47 |
-0.20 |
1.14 |
0.34 |
0.17 |
| 56-65 years |
0.65 |
-0.03 |
1.34 |
0.35 |
0.06 |
| 66-70 years |
0.25 |
-0.59 |
1.10 |
0.43 |
0.56 |
| 71-75 years |
0.18 |
-0.82 |
1.18 |
0.51 |
0.72 |
| 76+ years |
0.93 |
-0.75 |
2.60 |
0.85 |
0.28 |
| Mixed or multiple ethnic origins |
0.30 |
-0.42 |
1.01 |
0.37 |
0.42 |
| Asian or Asian British |
-0.25 |
-1.41 |
0.92 |
0.60 |
0.68 |
| African or African British |
-1.25 |
-3.01 |
0.51 |
0.90 |
0.16 |
| Other ethnicity |
0.04 |
-1.08 |
1.17 |
0.57 |
0.94 |
| Time difference: Lockdown to baseline |
0.00 |
-0.07 |
0.06 |
0.03 |
0.89 |
| 11144 |
0.00 |
0.00 |
2.98 |
0.007 |
6 |
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
-1.67 |
-2.71 |
-0.63 |
0.53 |
0.002 |
| Depressive and anxiety disorder |
0.38 |
-0.31 |
1.08 |
0.35 |
0.27 |
| Only depressive disorder |
0.92 |
0.18 |
1.67 |
0.38 |
0.02 |
| Only anxiety disorder |
-0.29 |
-1.07 |
0.49 |
0.40 |
0.47 |
| Eating disorders |
0.14 |
-0.20 |
0.47 |
0.17 |
0.42 |
| OCDs |
-0.26 |
-0.58 |
0.05 |
0.16 |
0.10 |
| Psychotic and bipolar disorder |
-0.40 |
-1.31 |
0.52 |
0.47 |
0.39 |
| Only psychotic disorder |
0.79 |
0.02 |
1.55 |
0.39 |
0.04 |
| Only bipolar disorder |
0.29 |
-0.17 |
0.74 |
0.23 |
0.22 |
| PTSD |
0.11 |
-0.18 |
0.41 |
0.15 |
0.46 |
| ASD |
0.25 |
-0.36 |
0.87 |
0.31 |
0.42 |
| ADHD |
-0.72 |
-1.55 |
0.11 |
0.42 |
0.09 |
| Personality disorder |
-0.19 |
-0.60 |
0.22 |
0.21 |
0.36 |
| Female |
0.46 |
0.18 |
0.74 |
0.14 |
0.001 |
| Non-binary/Self-defined |
0.46 |
-0.33 |
1.25 |
0.40 |
0.26 |
| 19-25 years |
0.53 |
-0.15 |
1.22 |
0.35 |
0.13 |
| 26-35 years |
0.49 |
-0.17 |
1.15 |
0.34 |
0.15 |
| 36-45 years |
0.61 |
-0.06 |
1.28 |
0.34 |
0.08 |
| 46-55 years |
0.40 |
-0.27 |
1.06 |
0.34 |
0.24 |
| 56-65 years |
0.58 |
-0.10 |
1.26 |
0.35 |
0.10 |
| 66-70 years |
0.16 |
-0.68 |
1.00 |
0.43 |
0.71 |
| 71-75 years |
0.19 |
-0.80 |
1.18 |
0.51 |
0.71 |
| 76+ years |
0.87 |
-0.80 |
2.54 |
0.85 |
0.31 |
| Mixed or multiple ethnic origins |
0.32 |
-0.40 |
1.04 |
0.37 |
0.39 |
| Asian or Asian British |
-0.18 |
-1.35 |
0.98 |
0.60 |
0.76 |
| African or African British |
-1.18 |
-2.94 |
0.58 |
0.90 |
0.19 |
| Other ethnicity |
-0.06 |
-1.17 |
1.04 |
0.56 |
0.91 |
| Key worker |
0.17 |
-0.05 |
0.39 |
0.11 |
0.12 |
| Time difference: Lockdown to baseline |
-0.01 |
-0.07 |
0.06 |
0.03 |
0.85 |
| 11144 |
0.00 |
0.00 |
2.98 |
0.007 |
6 |
Regression: Absolute scores
Model 0a: Disorder_hierarchical, Unadjusted
| Intercept |
2.25 |
1.42 |
3.07 |
0.42 |
9.22e-08 |
| gad.sum_score_prepan |
0.55 |
0.53 |
0.56 |
0.01 |
0.00e+00 |
| Anxiety disorders |
0.59 |
-0.31 |
1.49 |
0.46 |
0.20 |
| Eating disorders |
0.79 |
-0.98 |
2.57 |
0.91 |
0.38 |
| OCDs |
1.42 |
0.19 |
2.65 |
0.63 |
0.02 |
| PTSD |
1.15 |
-0.27 |
2.57 |
0.73 |
0.11 |
| Depressive disorders |
1.51 |
0.68 |
2.33 |
0.42 |
3.39e-04 |
| Bipolar disorders |
1.86 |
0.98 |
2.75 |
0.45 |
3.80e-05 |
| 11144 |
0.32 |
0.32 |
743.84 |
0.00e+00 |
7 |
Model 0b: Overlapping disorders, Unadjusted
| Intercept |
2.98 |
2.38 |
3.58 |
0.30 |
1.34e-22 |
| gad.sum_score_prepan |
0.52 |
0.50 |
0.53 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.83 |
0.23 |
1.42 |
0.30 |
0.006 |
| Only depressive disorder |
-0.24 |
-0.88 |
0.40 |
0.33 |
0.47 |
| Only anxiety disorder |
0.11 |
-0.56 |
0.78 |
0.34 |
0.76 |
| Eating disorders |
0.73 |
0.44 |
1.02 |
0.15 |
6.17e-07 |
| OCDs |
0.61 |
0.34 |
0.88 |
0.14 |
1.08e-05 |
| Psychotic and bipolar disorder |
-0.53 |
-1.31 |
0.26 |
0.40 |
0.19 |
| Only psychotic disorder |
0.39 |
-0.27 |
1.05 |
0.34 |
0.24 |
| Only bipolar disorder |
0.17 |
-0.23 |
0.56 |
0.20 |
0.41 |
| PTSD |
0.75 |
0.50 |
1.01 |
0.13 |
5.96e-09 |
| ASD |
0.90 |
0.38 |
1.42 |
0.27 |
7.08e-04 |
| ADHD |
-0.13 |
-0.84 |
0.59 |
0.36 |
0.73 |
| Personality disorder |
0.92 |
0.56 |
1.27 |
0.18 |
3.95e-07 |
| 11165 |
0.01 |
0.01 |
11.04 |
2.61e-12 |
6 |
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
3.40 |
2.31 |
4.48 |
0.56 |
9.83e-10 |
| gad.sum_score_prepan |
0.52 |
0.50 |
0.53 |
0.01 |
0.00e+00 |
| Anxiety disorders |
0.56 |
-0.34 |
1.46 |
0.46 |
0.22 |
| Eating disorders |
0.67 |
-1.09 |
2.44 |
0.90 |
0.45 |
| OCDs |
1.21 |
-0.01 |
2.43 |
0.62 |
0.05 |
| PTSD |
1.42 |
0.00 |
2.84 |
0.73 |
0.05 |
| Depressive disorders |
1.61 |
0.79 |
2.43 |
0.42 |
1.29e-04 |
| Bipolar disorders |
2.08 |
1.20 |
2.97 |
0.45 |
4.22e-06 |
| Female |
0.52 |
0.28 |
0.76 |
0.12 |
2.04e-05 |
| Non-binary/Self-defined |
0.81 |
0.13 |
1.50 |
0.35 |
0.02 |
| 19-25 years |
-0.23 |
-0.83 |
0.38 |
0.31 |
0.46 |
| 26-35 years |
-0.95 |
-1.54 |
-0.37 |
0.30 |
0.001 |
| 36-45 years |
-1.13 |
-1.72 |
-0.54 |
0.30 |
1.67e-04 |
| 46-55 years |
-1.46 |
-2.05 |
-0.87 |
0.30 |
1.08e-06 |
| 56-65 years |
-1.95 |
-2.55 |
-1.35 |
0.31 |
2.03e-10 |
| 66-70 years |
-3.00 |
-3.74 |
-2.26 |
0.38 |
2.31e-15 |
| 71-75 years |
-3.31 |
-4.18 |
-2.43 |
0.45 |
1.22e-13 |
| 76+ years |
-2.72 |
-4.17 |
-1.26 |
0.74 |
2.47e-04 |
| Mixed or multiple ethnic origins |
0.08 |
-0.55 |
0.71 |
0.32 |
0.80 |
| Asian or Asian British |
-0.16 |
-1.18 |
0.85 |
0.52 |
0.75 |
| African or African British |
-0.47 |
-1.99 |
1.05 |
0.78 |
0.55 |
| Other ethnicity |
0.50 |
-0.48 |
1.47 |
0.50 |
0.32 |
| Key worker |
-0.33 |
-0.52 |
-0.15 |
0.10 |
5.01e-04 |
| Time difference: Lockdown to baseline |
0.00 |
-0.06 |
0.05 |
0.03 |
0.92 |
| 11165 |
0.01 |
0.01 |
11.04 |
2.61e-12 |
6 |
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
4.11 |
3.20 |
5.02 |
0.46 |
8.29e-19 |
| gad.sum_score_prepan |
0.49 |
0.48 |
0.51 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.92 |
0.33 |
1.52 |
0.30 |
0.002 |
| Only depressive disorder |
0.01 |
-0.63 |
0.66 |
0.33 |
0.96 |
| Only anxiety disorder |
0.07 |
-0.60 |
0.74 |
0.34 |
0.83 |
| Eating disorders |
0.61 |
0.32 |
0.89 |
0.15 |
3.79e-05 |
| OCDs |
0.53 |
0.26 |
0.80 |
0.14 |
1.22e-04 |
| Psychotic and bipolar disorder |
-0.26 |
-1.05 |
0.52 |
0.40 |
0.51 |
| Only psychotic disorder |
0.45 |
-0.20 |
1.10 |
0.33 |
0.18 |
| Only bipolar disorder |
0.32 |
-0.07 |
0.71 |
0.20 |
0.11 |
| PTSD |
0.82 |
0.56 |
1.07 |
0.13 |
2.73e-10 |
| ASD |
0.70 |
0.18 |
1.23 |
0.27 |
0.009 |
| ADHD |
-0.21 |
-0.92 |
0.50 |
0.36 |
0.55 |
| Personality disorder |
0.80 |
0.44 |
1.15 |
0.18 |
1.06e-05 |
| Female |
0.40 |
0.16 |
0.64 |
0.12 |
9.85e-04 |
| Non-binary/Self-defined |
0.41 |
-0.27 |
1.09 |
0.35 |
0.23 |
| 19-25 years |
-0.29 |
-0.88 |
0.30 |
0.30 |
0.34 |
| 26-35 years |
-1.04 |
-1.61 |
-0.47 |
0.29 |
3.54e-04 |
| 36-45 years |
-1.19 |
-1.76 |
-0.61 |
0.29 |
5.70e-05 |
| 46-55 years |
-1.47 |
-2.05 |
-0.90 |
0.29 |
5.40e-07 |
| 56-65 years |
-1.90 |
-2.49 |
-1.31 |
0.30 |
2.61e-10 |
| 66-70 years |
-2.88 |
-3.61 |
-2.15 |
0.37 |
1.06e-14 |
| 71-75 years |
-3.07 |
-3.93 |
-2.21 |
0.44 |
2.42e-12 |
| 76+ years |
-2.57 |
-4.00 |
-1.13 |
0.73 |
4.67e-04 |
| Mixed or multiple ethnic origins |
0.06 |
-0.56 |
0.68 |
0.32 |
0.86 |
| Asian or Asian British |
-0.03 |
-1.03 |
0.97 |
0.51 |
0.96 |
| African or African British |
-0.39 |
-1.90 |
1.12 |
0.77 |
0.62 |
| Other ethnicity |
0.40 |
-0.55 |
1.34 |
0.48 |
0.41 |
| Key worker |
-0.22 |
-0.41 |
-0.04 |
0.09 |
0.02 |
| Time difference: Lockdown to baseline |
0.00 |
-0.05 |
0.06 |
0.03 |
0.89 |
| 11165 |
0.01 |
0.01 |
11.04 |
2.61e-12 |
6 |
GAD retro
Regression: Change scores
Model 0a: Disorder_hierarchical, Unadjusted
| Intercept |
2.58 |
2.44 |
2.72 |
0.07 |
9.69e-272 |
| Anxiety disorders |
0.82 |
0.51 |
1.13 |
0.16 |
1.80e-07 |
| Eating disorders |
0.41 |
-0.51 |
1.33 |
0.47 |
0.38 |
| OCDs |
1.10 |
0.32 |
1.88 |
0.40 |
0.006 |
| PTSD |
1.01 |
0.24 |
1.78 |
0.39 |
0.01 |
| Depressive disorders |
0.87 |
0.71 |
1.04 |
0.09 |
4.00e-24 |
| Bipolar disorders |
0.86 |
0.49 |
1.24 |
0.19 |
5.71e-06 |
| 18588 |
0.01 |
0.01 |
18.23 |
3.23e-21 |
6 |
Model 0b: Overlapping disorders, Unadjusted
| Intercept |
2.58 |
2.45 |
2.71 |
0.07 |
2.17e-303 |
| Depressive and anxiety disorder |
0.85 |
0.68 |
1.03 |
0.09 |
4.94e-21 |
| Only depressive disorder |
0.25 |
0.01 |
0.48 |
0.12 |
0.04 |
| Only anxiety disorder |
0.86 |
0.58 |
1.15 |
0.14 |
2.26e-09 |
| Eating disorders |
0.49 |
0.22 |
0.76 |
0.14 |
4.28e-04 |
| OCDs |
0.05 |
-0.21 |
0.31 |
0.13 |
0.72 |
| Psychotic and bipolar disorder |
-0.20 |
-0.96 |
0.56 |
0.39 |
0.61 |
| Only psychotic disorder |
-0.28 |
-0.94 |
0.38 |
0.34 |
0.41 |
| Only bipolar disorder |
-0.21 |
-0.62 |
0.19 |
0.21 |
0.30 |
| PTSD |
0.41 |
0.17 |
0.66 |
0.12 |
8.72e-04 |
| ASD |
0.36 |
-0.12 |
0.83 |
0.24 |
0.14 |
| ADHD |
0.01 |
-0.63 |
0.64 |
0.32 |
0.99 |
| Personality disorder |
0.29 |
-0.06 |
0.64 |
0.18 |
0.11 |
| 18588 |
0.01 |
0.01 |
18.23 |
3.23e-21 |
6 |
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
3.84 |
3.34 |
4.34 |
0.25 |
4.80e-51 |
| Anxiety disorders |
0.57 |
0.25 |
0.90 |
0.17 |
5.42e-04 |
| Eating disorders |
0.03 |
-0.91 |
0.96 |
0.48 |
0.96 |
| OCDs |
0.54 |
-0.25 |
1.34 |
0.41 |
0.18 |
| PTSD |
0.78 |
-0.01 |
1.58 |
0.41 |
0.05 |
| Depressive disorders |
0.64 |
0.45 |
0.82 |
0.10 |
2.71e-11 |
| Bipolar disorders |
0.65 |
0.27 |
1.03 |
0.20 |
9.33e-04 |
| Female |
0.77 |
0.57 |
0.97 |
0.10 |
2.12e-14 |
| Non-binary/Self-defined |
-0.24 |
-0.90 |
0.43 |
0.34 |
0.48 |
| 19-25 years |
1.02 |
0.56 |
1.47 |
0.23 |
1.13e-05 |
| 26-35 years |
0.31 |
-0.12 |
0.74 |
0.22 |
0.15 |
| 36-45 years |
-0.18 |
-0.61 |
0.25 |
0.22 |
0.41 |
| 46-55 years |
-0.37 |
-0.79 |
0.05 |
0.22 |
0.09 |
| 56-65 years |
-0.53 |
-0.96 |
-0.11 |
0.22 |
0.01 |
| 66-70 years |
-0.83 |
-1.33 |
-0.34 |
0.25 |
0.001 |
| 71-75 years |
-1.20 |
-1.76 |
-0.65 |
0.28 |
2.41e-05 |
| 76+ years |
-1.53 |
-2.36 |
-0.69 |
0.43 |
3.31e-04 |
| Mixed or multiple ethnic origins |
-0.65 |
-1.19 |
-0.11 |
0.28 |
0.02 |
| Asian or Asian British |
-0.45 |
-1.16 |
0.26 |
0.36 |
0.22 |
| African or African British |
-0.55 |
-1.73 |
0.62 |
0.60 |
0.35 |
| Other ethnicity |
-0.03 |
-0.99 |
0.93 |
0.49 |
0.95 |
| Time difference: Lockdown to baseline |
-0.23 |
-0.26 |
-0.19 |
0.02 |
5.62e-34 |
| 18588 |
0.01 |
0.01 |
18.23 |
3.23e-21 |
6 |
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
3.74 |
3.26 |
4.23 |
0.25 |
2.13e-51 |
| Depressive and anxiety disorder |
0.65 |
0.46 |
0.85 |
0.10 |
4.27e-11 |
| Only depressive disorder |
0.25 |
0.00 |
0.51 |
0.13 |
0.05 |
| Only anxiety disorder |
0.64 |
0.34 |
0.93 |
0.15 |
2.89e-05 |
| Eating disorders |
0.29 |
0.01 |
0.56 |
0.14 |
0.04 |
| OCDs |
-0.09 |
-0.36 |
0.17 |
0.14 |
0.49 |
| Psychotic and bipolar disorder |
0.09 |
-0.67 |
0.86 |
0.39 |
0.81 |
| Only psychotic disorder |
-0.05 |
-0.71 |
0.62 |
0.34 |
0.89 |
| Only bipolar disorder |
-0.11 |
-0.52 |
0.30 |
0.21 |
0.60 |
| PTSD |
0.43 |
0.18 |
0.68 |
0.13 |
6.90e-04 |
| ASD |
0.36 |
-0.13 |
0.85 |
0.25 |
0.15 |
| ADHD |
-0.06 |
-0.70 |
0.58 |
0.33 |
0.85 |
| Personality disorder |
0.18 |
-0.18 |
0.54 |
0.18 |
0.32 |
| Female |
0.73 |
0.53 |
0.93 |
0.10 |
4.08e-13 |
| Non-binary/Self-defined |
-0.32 |
-0.98 |
0.34 |
0.34 |
0.35 |
| 19-25 years |
0.94 |
0.50 |
1.38 |
0.23 |
3.14e-05 |
| 26-35 years |
0.19 |
-0.22 |
0.61 |
0.21 |
0.36 |
| 36-45 years |
-0.30 |
-0.72 |
0.12 |
0.22 |
0.17 |
| 46-55 years |
-0.47 |
-0.88 |
-0.05 |
0.21 |
0.03 |
| 56-65 years |
-0.52 |
-0.93 |
-0.10 |
0.21 |
0.01 |
| 66-70 years |
-0.68 |
-1.16 |
-0.19 |
0.25 |
0.006 |
| 71-75 years |
-1.06 |
-1.60 |
-0.51 |
0.28 |
1.56e-04 |
| 76+ years |
-1.37 |
-2.18 |
-0.55 |
0.42 |
0.001 |
| Mixed or multiple ethnic origins |
-0.57 |
-1.10 |
-0.03 |
0.27 |
0.04 |
| Asian or Asian British |
-0.22 |
-0.90 |
0.47 |
0.35 |
0.53 |
| African or African British |
-0.63 |
-1.80 |
0.53 |
0.59 |
0.29 |
| Other ethnicity |
-0.10 |
-1.04 |
0.83 |
0.48 |
0.83 |
| Key worker |
0.31 |
0.15 |
0.48 |
0.08 |
1.19e-04 |
| Time difference: Lockdown to baseline |
-0.22 |
-0.26 |
-0.19 |
0.02 |
4.81e-34 |
| 18588 |
0.01 |
0.01 |
18.23 |
3.23e-21 |
6 |
Regression: Absolute scores
Model 0a: Disorder_hierarchical, Unadjusted
| Intercept |
3.53 |
3.40 |
3.67 |
0.07 |
0.00e+00 |
| gad.sum_score_retro |
0.61 |
0.59 |
0.62 |
0.01 |
0.00e+00 |
| Anxiety disorders |
1.81 |
1.52 |
2.11 |
0.15 |
1.59e-33 |
| Eating disorders |
1.26 |
0.40 |
2.13 |
0.44 |
0.004 |
| OCDs |
2.70 |
1.97 |
3.44 |
0.38 |
5.91e-13 |
| PTSD |
2.16 |
1.43 |
2.88 |
0.37 |
5.60e-09 |
| Depressive disorders |
2.28 |
2.11 |
2.45 |
0.09 |
1.24e-151 |
| Bipolar disorders |
2.94 |
2.57 |
3.30 |
0.18 |
7.53e-57 |
| 18588 |
0.32 |
0.32 |
1276.84 |
0.00e+00 |
7 |
Model 0b: Overlapping disorders, Unadjusted
| Intercept |
3.75 |
3.62 |
3.88 |
0.07 |
0.00e+00 |
| gad.sum_score_retro |
0.55 |
0.54 |
0.57 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
2.31 |
2.14 |
2.49 |
0.09 |
3.78e-148 |
| Only depressive disorder |
0.67 |
0.45 |
0.89 |
0.11 |
2.55e-09 |
| Only anxiety disorder |
1.89 |
1.63 |
2.16 |
0.14 |
4.35e-44 |
| Eating disorders |
0.78 |
0.53 |
1.03 |
0.13 |
1.83e-09 |
| OCDs |
0.75 |
0.50 |
0.99 |
0.12 |
2.15e-09 |
| Psychotic and bipolar disorder |
0.10 |
-0.60 |
0.81 |
0.36 |
0.77 |
| Only psychotic disorder |
0.03 |
-0.58 |
0.65 |
0.31 |
0.92 |
| Only bipolar disorder |
0.16 |
-0.21 |
0.54 |
0.19 |
0.40 |
| PTSD |
0.84 |
0.61 |
1.07 |
0.12 |
3.49e-13 |
| ASD |
1.02 |
0.58 |
1.46 |
0.22 |
6.19e-06 |
| ADHD |
0.44 |
-0.15 |
1.03 |
0.30 |
0.14 |
| Personality disorder |
1.09 |
0.76 |
1.42 |
0.17 |
6.62e-11 |
| 23100 |
0.15 |
0.15 |
660.52 |
0.00e+00 |
6 |
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
6.60 |
6.13 |
7.08 |
0.24 |
3.52e-160 |
| gad.sum_score_retro |
0.56 |
0.54 |
0.57 |
0.01 |
0.00e+00 |
| Anxiety disorders |
1.48 |
1.18 |
1.79 |
0.15 |
1.21e-21 |
| Eating disorders |
0.78 |
-0.09 |
1.65 |
0.44 |
0.08 |
| OCDs |
1.90 |
1.16 |
2.64 |
0.38 |
4.84e-07 |
| PTSD |
1.98 |
1.24 |
2.73 |
0.38 |
1.79e-07 |
| Depressive disorders |
2.07 |
1.89 |
2.26 |
0.09 |
1.34e-109 |
| Bipolar disorders |
2.77 |
2.41 |
3.14 |
0.19 |
2.09e-49 |
| Female |
0.76 |
0.57 |
0.94 |
0.09 |
6.80e-16 |
| Non-binary/Self-defined |
0.28 |
-0.33 |
0.90 |
0.31 |
0.37 |
| 19-25 years |
-0.05 |
-0.48 |
0.37 |
0.22 |
0.81 |
| 26-35 years |
-1.04 |
-1.45 |
-0.64 |
0.21 |
3.56e-07 |
| 36-45 years |
-1.64 |
-2.05 |
-1.23 |
0.21 |
4.23e-15 |
| 46-55 years |
-1.97 |
-2.37 |
-1.56 |
0.20 |
9.93e-22 |
| 56-65 years |
-2.42 |
-2.82 |
-2.02 |
0.20 |
4.11e-32 |
| 66-70 years |
-2.95 |
-3.42 |
-2.48 |
0.24 |
6.06e-35 |
| 71-75 years |
-3.36 |
-3.88 |
-2.83 |
0.27 |
6.44e-36 |
| 76+ years |
-3.41 |
-4.19 |
-2.64 |
0.40 |
7.58e-18 |
| Mixed or multiple ethnic origins |
-0.40 |
-0.90 |
0.10 |
0.26 |
0.12 |
| Asian or Asian British |
-0.28 |
-0.94 |
0.38 |
0.34 |
0.40 |
| African or African British |
-0.20 |
-1.29 |
0.89 |
0.56 |
0.72 |
| Other ethnicity |
0.27 |
-0.62 |
1.16 |
0.46 |
0.55 |
| Key worker |
-0.04 |
-0.19 |
0.11 |
0.08 |
0.58 |
| Time difference: Lockdown to baseline |
-0.23 |
-0.26 |
-0.19 |
0.02 |
3.47e-39 |
| 23100 |
0.15 |
0.15 |
660.52 |
0.00e+00 |
6 |
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
6.83 |
6.37 |
7.29 |
0.23 |
1.01e-183 |
| gad.sum_score_retro |
0.51 |
0.50 |
0.53 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
2.15 |
1.96 |
2.33 |
0.09 |
1.30e-112 |
| Only depressive disorder |
0.79 |
0.56 |
1.02 |
0.12 |
3.26e-11 |
| Only anxiety disorder |
1.61 |
1.34 |
1.89 |
0.14 |
2.29e-30 |
| Eating disorders |
0.52 |
0.26 |
0.77 |
0.13 |
6.90e-05 |
| OCDs |
0.57 |
0.33 |
0.82 |
0.13 |
5.17e-06 |
| Psychotic and bipolar disorder |
0.42 |
-0.28 |
1.12 |
0.36 |
0.24 |
| Only psychotic disorder |
0.26 |
-0.36 |
0.87 |
0.31 |
0.41 |
| Only bipolar disorder |
0.30 |
-0.08 |
0.67 |
0.19 |
0.13 |
| PTSD |
0.92 |
0.69 |
1.15 |
0.12 |
3.14e-15 |
| ASD |
0.78 |
0.33 |
1.23 |
0.23 |
6.56e-04 |
| ADHD |
0.24 |
-0.35 |
0.83 |
0.30 |
0.42 |
| Personality disorder |
1.00 |
0.67 |
1.33 |
0.17 |
2.51e-09 |
| Female |
0.70 |
0.52 |
0.88 |
0.09 |
2.67e-14 |
| Non-binary/Self-defined |
-0.11 |
-0.71 |
0.50 |
0.31 |
0.73 |
| 19-25 years |
-0.27 |
-0.68 |
0.14 |
0.21 |
0.19 |
| 26-35 years |
-1.27 |
-1.66 |
-0.89 |
0.20 |
1.12e-10 |
| 36-45 years |
-1.81 |
-2.20 |
-1.41 |
0.20 |
2.26e-19 |
| 46-55 years |
-2.04 |
-2.42 |
-1.65 |
0.20 |
6.20e-25 |
| 56-65 years |
-2.38 |
-2.76 |
-1.99 |
0.20 |
2.22e-33 |
| 66-70 years |
-2.80 |
-3.25 |
-2.35 |
0.23 |
7.82e-34 |
| 71-75 years |
-3.17 |
-3.68 |
-2.66 |
0.26 |
3.08e-34 |
| 76+ years |
-3.24 |
-3.99 |
-2.49 |
0.38 |
3.39e-17 |
| Mixed or multiple ethnic origins |
-0.30 |
-0.79 |
0.19 |
0.25 |
0.23 |
| Asian or Asian British |
0.08 |
-0.55 |
0.71 |
0.32 |
0.81 |
| African or African British |
-0.17 |
-1.24 |
0.90 |
0.55 |
0.76 |
| Other ethnicity |
0.19 |
-0.68 |
1.05 |
0.44 |
0.67 |
| Key worker |
0.05 |
-0.10 |
0.19 |
0.08 |
0.53 |
| Time difference: Lockdown to baseline |
-0.23 |
-0.27 |
-0.20 |
0.02 |
2.12e-42 |
| 23100 |
0.15 |
0.15 |
660.52 |
0.00e+00 |
6 |
PHQ baseline, not controlling for prior symptoms
Model 0a: Disorder_hierarchical, Unadjusted
| Intercept |
3.31 |
3.20 |
3.42 |
0.05 |
0.00e+00 |
| Anxiety disorders |
3.48 |
3.20 |
3.77 |
0.15 |
1.82e-122 |
| Eating disorders |
4.06 |
3.14 |
4.99 |
0.47 |
8.24e-18 |
| OCDs |
6.00 |
5.24 |
6.76 |
0.39 |
3.57e-54 |
| PTSD |
5.18 |
4.42 |
5.93 |
0.39 |
5.41e-41 |
| Depressive disorders |
7.19 |
7.05 |
7.33 |
0.07 |
0.00e+00 |
| Bipolar disorders |
9.75 |
9.39 |
10.12 |
0.19 |
0.00e+00 |
| 31315 |
0.26 |
0.26 |
1846.76 |
0.00e+00 |
6 |
Model 0b: Overlapping disorders, Unadjusted
| Intercept |
3.56 |
3.46 |
3.66 |
0.05 |
0.00e+00 |
| Depressive and anxiety disorder |
6.64 |
6.49 |
6.79 |
0.08 |
0.00e+00 |
| Only depressive disorder |
3.53 |
3.33 |
3.73 |
0.10 |
7.11e-257 |
| Only anxiety disorder |
3.22 |
2.97 |
3.48 |
0.13 |
5.24e-133 |
| Eating disorders |
2.18 |
1.92 |
2.45 |
0.14 |
4.24e-57 |
| OCDs |
2.04 |
1.78 |
2.30 |
0.13 |
4.62e-54 |
| Psychotic and bipolar disorder |
0.27 |
-0.46 |
1.00 |
0.37 |
0.47 |
| Only psychotic disorder |
0.80 |
0.17 |
1.42 |
0.32 |
0.01 |
| Only bipolar disorder |
1.31 |
0.91 |
1.70 |
0.20 |
6.16e-11 |
| PTSD |
2.05 |
1.81 |
2.29 |
0.12 |
1.16e-63 |
| ASD |
2.80 |
2.34 |
3.27 |
0.24 |
4.82e-32 |
| ADHD |
1.90 |
1.28 |
2.51 |
0.31 |
1.73e-09 |
| Personality disorder |
3.40 |
3.06 |
3.74 |
0.17 |
6.36e-84 |
| 31315 |
0.26 |
0.26 |
1846.76 |
0.00e+00 |
6 |
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
12.06 |
11.59 |
12.54 |
0.24 |
0.00e+00 |
| Anxiety disorders |
2.12 |
1.82 |
2.41 |
0.15 |
2.72e-45 |
| Eating disorders |
2.22 |
1.31 |
3.13 |
0.46 |
1.85e-06 |
| OCDs |
3.15 |
2.41 |
3.90 |
0.38 |
1.21e-16 |
| PTSD |
4.05 |
3.29 |
4.80 |
0.38 |
7.75e-26 |
| Depressive disorders |
5.92 |
5.76 |
6.07 |
0.08 |
0.00e+00 |
| Bipolar disorders |
8.34 |
7.98 |
8.70 |
0.18 |
0.00e+00 |
| Female |
0.92 |
0.76 |
1.08 |
0.08 |
3.84e-30 |
| Non-binary/Self-defined |
2.57 |
1.93 |
3.21 |
0.32 |
2.66e-15 |
| 19-25 years |
-3.52 |
-3.97 |
-3.06 |
0.23 |
6.32e-52 |
| 26-35 years |
-5.86 |
-6.28 |
-5.43 |
0.22 |
6.84e-160 |
| 36-45 years |
-6.63 |
-7.06 |
-6.21 |
0.22 |
2.00e-200 |
| 46-55 years |
-7.10 |
-7.52 |
-6.69 |
0.21 |
2.19e-240 |
| 56-65 years |
-8.28 |
-8.70 |
-7.87 |
0.21 |
0.00e+00 |
| 66-70 years |
-9.46 |
-9.91 |
-9.01 |
0.23 |
0.00e+00 |
| 71-75 years |
-9.59 |
-10.07 |
-9.11 |
0.24 |
0.00e+00 |
| 76+ years |
-9.46 |
-10.07 |
-8.84 |
0.31 |
2.59e-198 |
| Mixed or multiple ethnic origins |
0.39 |
-0.12 |
0.90 |
0.26 |
0.14 |
| Asian or Asian British |
-0.13 |
-0.75 |
0.49 |
0.31 |
0.69 |
| African or African British |
0.00 |
-1.05 |
1.05 |
0.53 |
1.00 |
| Other ethnicity |
1.15 |
0.21 |
2.09 |
0.48 |
0.02 |
| Time difference: Lockdown to baseline |
-0.21 |
-0.25 |
-0.18 |
0.02 |
7.66e-36 |
| 31315 |
0.26 |
0.26 |
1846.76 |
0.00e+00 |
6 |
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
12.29 |
11.84 |
12.73 |
0.23 |
0.00e+00 |
| Depressive and anxiety disorder |
5.56 |
5.40 |
5.73 |
0.08 |
0.00e+00 |
| Only depressive disorder |
3.38 |
3.17 |
3.58 |
0.11 |
6.14e-221 |
| Only anxiety disorder |
2.05 |
1.79 |
2.31 |
0.13 |
9.24e-53 |
| Eating disorders |
1.56 |
1.30 |
1.82 |
0.13 |
3.95e-31 |
| OCDs |
1.44 |
1.19 |
1.69 |
0.13 |
6.72e-29 |
| Psychotic and bipolar disorder |
0.55 |
-0.16 |
1.26 |
0.36 |
0.13 |
| Only psychotic disorder |
0.87 |
0.26 |
1.48 |
0.31 |
0.005 |
| Only bipolar disorder |
1.48 |
1.10 |
1.86 |
0.20 |
3.55e-14 |
| PTSD |
2.08 |
1.84 |
2.31 |
0.12 |
1.64e-67 |
| ASD |
1.48 |
1.02 |
1.94 |
0.23 |
3.28e-10 |
| ADHD |
1.10 |
0.49 |
1.70 |
0.31 |
3.73e-04 |
| Personality disorder |
3.05 |
2.72 |
3.39 |
0.17 |
4.68e-71 |
| Female |
0.84 |
0.69 |
0.99 |
0.08 |
2.58e-27 |
| Non-binary/Self-defined |
1.38 |
0.77 |
1.99 |
0.31 |
9.36e-06 |
| 19-25 years |
-3.79 |
-4.22 |
-3.37 |
0.22 |
8.38e-68 |
| 26-35 years |
-5.95 |
-6.35 |
-5.55 |
0.20 |
1.54e-184 |
| 36-45 years |
-6.54 |
-6.95 |
-6.14 |
0.21 |
1.31e-217 |
| 46-55 years |
-6.79 |
-7.19 |
-6.40 |
0.20 |
3.97e-245 |
| 56-65 years |
-7.87 |
-8.26 |
-7.48 |
0.20 |
0.00e+00 |
| 66-70 years |
-9.10 |
-9.52 |
-8.68 |
0.22 |
0.00e+00 |
| 71-75 years |
-9.27 |
-9.72 |
-8.82 |
0.23 |
0.00e+00 |
| 76+ years |
-9.11 |
-9.69 |
-8.54 |
0.30 |
5.70e-206 |
| Mixed or multiple ethnic origins |
0.38 |
-0.11 |
0.86 |
0.25 |
0.13 |
| Asian or Asian British |
0.29 |
-0.29 |
0.87 |
0.30 |
0.33 |
| African or African British |
0.19 |
-0.81 |
1.18 |
0.51 |
0.71 |
| Other ethnicity |
0.80 |
-0.09 |
1.69 |
0.45 |
0.08 |
| Key worker |
-0.67 |
-0.81 |
-0.53 |
0.07 |
1.27e-20 |
| Time difference: Lockdown to baseline |
-0.22 |
-0.25 |
-0.19 |
0.02 |
7.11e-42 |
| 31315 |
0.26 |
0.26 |
1846.76 |
0.00e+00 |
6 |
PHQ prepan
Regression: Change scores
Model 0a: Disorder_hierarchical, Unadjusted
| Intercept |
-1.65 |
-2.63 |
-0.67 |
0.50 |
9.81e-04 |
| Anxiety disorders |
1.89 |
0.81 |
2.97 |
0.55 |
5.93e-04 |
| Eating disorders |
0.02 |
-2.07 |
2.12 |
1.07 |
0.98 |
| OCDs |
1.82 |
0.36 |
3.29 |
0.75 |
0.01 |
| PTSD |
1.28 |
-0.43 |
2.99 |
0.87 |
0.14 |
| Depressive disorders |
1.19 |
0.20 |
2.17 |
0.50 |
0.02 |
| Bipolar disorders |
0.79 |
-0.27 |
1.85 |
0.54 |
0.15 |
| 11134 |
0.00 |
0.00 |
3.57 |
0.002 |
6 |
Model 0b: Overlapping disorders, Unadjusted
| Intercept |
-1.55 |
-2.26 |
-0.84 |
0.36 |
1.69e-05 |
| Depressive and anxiety disorder |
1.08 |
0.36 |
1.79 |
0.37 |
0.003 |
| Only depressive disorder |
0.94 |
0.16 |
1.71 |
0.39 |
0.02 |
| Only anxiety disorder |
1.75 |
0.94 |
2.56 |
0.41 |
2.28e-05 |
| Eating disorders |
0.37 |
0.02 |
0.72 |
0.18 |
0.04 |
| OCDs |
0.01 |
-0.32 |
0.33 |
0.17 |
0.96 |
| Psychotic and bipolar disorder |
-0.79 |
-1.75 |
0.17 |
0.49 |
0.11 |
| Only psychotic disorder |
0.13 |
-0.66 |
0.92 |
0.40 |
0.75 |
| Only bipolar disorder |
-0.32 |
-0.80 |
0.15 |
0.24 |
0.18 |
| PTSD |
-0.17 |
-0.48 |
0.13 |
0.16 |
0.26 |
| ASD |
0.35 |
-0.28 |
0.98 |
0.32 |
0.28 |
| ADHD |
0.07 |
-0.79 |
0.93 |
0.44 |
0.87 |
| Personality disorder |
-0.02 |
-0.44 |
0.41 |
0.22 |
0.93 |
| 11134 |
0.00 |
0.00 |
3.57 |
0.002 |
6 |
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
-2.08 |
-3.37 |
-0.79 |
0.66 |
0.002 |
| Anxiety disorders |
1.82 |
0.74 |
2.90 |
0.55 |
9.92e-04 |
| Eating disorders |
-0.14 |
-2.24 |
1.96 |
1.07 |
0.90 |
| OCDs |
1.65 |
0.18 |
3.11 |
0.75 |
0.03 |
| PTSD |
1.03 |
-0.69 |
2.75 |
0.88 |
0.24 |
| Depressive disorders |
1.13 |
0.14 |
2.12 |
0.50 |
0.02 |
| Bipolar disorders |
0.79 |
-0.28 |
1.85 |
0.54 |
0.15 |
| Female |
0.29 |
0.00 |
0.58 |
0.15 |
0.05 |
| Non-binary/Self-defined |
-0.11 |
-0.93 |
0.72 |
0.42 |
0.80 |
| 19-25 years |
0.03 |
-0.69 |
0.75 |
0.37 |
0.93 |
| 26-35 years |
-0.03 |
-0.72 |
0.66 |
0.35 |
0.93 |
| 36-45 years |
-0.07 |
-0.77 |
0.64 |
0.36 |
0.85 |
| 46-55 years |
-0.37 |
-1.06 |
0.33 |
0.36 |
0.30 |
| 56-65 years |
-0.39 |
-1.11 |
0.32 |
0.37 |
0.28 |
| 66-70 years |
-0.34 |
-1.22 |
0.54 |
0.45 |
0.45 |
| 71-75 years |
-0.70 |
-1.74 |
0.35 |
0.53 |
0.19 |
| 76+ years |
0.16 |
-1.60 |
1.92 |
0.90 |
0.86 |
| Mixed or multiple ethnic origins |
-0.01 |
-0.76 |
0.74 |
0.38 |
0.97 |
| Asian or Asian British |
-1.33 |
-2.55 |
-0.11 |
0.62 |
0.03 |
| African or African British |
-1.12 |
-2.96 |
0.71 |
0.94 |
0.23 |
| Other ethnicity |
-0.05 |
-1.22 |
1.11 |
0.60 |
0.93 |
| Time difference: Lockdown to baseline |
0.06 |
0.00 |
0.13 |
0.03 |
0.07 |
| 11134 |
0.00 |
0.00 |
3.57 |
0.002 |
6 |
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
-2.10 |
-3.18 |
-1.01 |
0.55 |
1.51e-04 |
| Depressive and anxiety disorder |
1.09 |
0.37 |
1.81 |
0.37 |
0.003 |
| Only depressive disorder |
0.99 |
0.21 |
1.77 |
0.40 |
0.01 |
| Only anxiety disorder |
1.72 |
0.91 |
2.54 |
0.42 |
3.42e-05 |
| Eating disorders |
0.32 |
-0.03 |
0.67 |
0.18 |
0.07 |
| OCDs |
-0.02 |
-0.34 |
0.31 |
0.17 |
0.92 |
| Psychotic and bipolar disorder |
-0.69 |
-1.65 |
0.27 |
0.49 |
0.16 |
| Only psychotic disorder |
0.15 |
-0.65 |
0.94 |
0.41 |
0.72 |
| Only bipolar disorder |
-0.22 |
-0.70 |
0.25 |
0.24 |
0.36 |
| PTSD |
-0.17 |
-0.48 |
0.14 |
0.16 |
0.27 |
| ASD |
0.35 |
-0.29 |
0.99 |
0.33 |
0.29 |
| ADHD |
0.05 |
-0.81 |
0.91 |
0.44 |
0.91 |
| Personality disorder |
-0.05 |
-0.48 |
0.37 |
0.22 |
0.80 |
| Female |
0.26 |
-0.04 |
0.55 |
0.15 |
0.09 |
| Non-binary/Self-defined |
-0.11 |
-0.94 |
0.72 |
0.42 |
0.79 |
| 19-25 years |
-0.01 |
-0.72 |
0.71 |
0.37 |
0.98 |
| 26-35 years |
-0.05 |
-0.74 |
0.64 |
0.35 |
0.89 |
| 36-45 years |
-0.07 |
-0.76 |
0.63 |
0.36 |
0.85 |
| 46-55 years |
-0.37 |
-1.06 |
0.33 |
0.36 |
0.30 |
| 56-65 years |
-0.38 |
-1.09 |
0.34 |
0.36 |
0.30 |
| 66-70 years |
-0.25 |
-1.12 |
0.63 |
0.45 |
0.58 |
| 71-75 years |
-0.58 |
-1.62 |
0.46 |
0.53 |
0.27 |
| 76+ years |
0.24 |
-1.52 |
2.00 |
0.90 |
0.79 |
| Mixed or multiple ethnic origins |
0.02 |
-0.73 |
0.77 |
0.38 |
0.96 |
| Asian or Asian British |
-1.19 |
-2.41 |
0.03 |
0.62 |
0.06 |
| African or African British |
-1.09 |
-2.93 |
0.75 |
0.94 |
0.25 |
| Other ethnicity |
-0.27 |
-1.43 |
0.89 |
0.59 |
0.64 |
| Key worker |
0.12 |
-0.10 |
0.35 |
0.12 |
0.29 |
| Time difference: Lockdown to baseline |
0.06 |
0.00 |
0.13 |
0.03 |
0.06 |
| 11134 |
0.00 |
0.00 |
3.57 |
0.002 |
6 |
Regression: Absolute scores
Model 0a: Disorder_hierarchical, Unadjusted
| Intercept |
2.15 |
1.27 |
3.04 |
0.45 |
1.76e-06 |
| phq.sum_score_prepan |
0.61 |
0.60 |
0.63 |
0.01 |
0.00e+00 |
| Anxiety disorders |
0.84 |
-0.13 |
1.80 |
0.49 |
0.09 |
| Eating disorders |
0.25 |
-1.62 |
2.12 |
0.95 |
0.79 |
| OCDs |
1.91 |
0.61 |
3.21 |
0.66 |
0.004 |
| PTSD |
1.14 |
-0.38 |
2.66 |
0.78 |
0.14 |
| Depressive disorders |
1.83 |
0.95 |
2.71 |
0.45 |
4.61e-05 |
| Bipolar disorders |
2.21 |
1.26 |
3.16 |
0.48 |
4.76e-06 |
| 11134 |
0.41 |
0.41 |
1107.68 |
0.00e+00 |
7 |
Model 0b: Overlapping disorders, Unadjusted
| Intercept |
2.76 |
2.12 |
3.40 |
0.33 |
3.18e-17 |
| phq.sum_score_prepan |
0.59 |
0.57 |
0.60 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
1.18 |
0.55 |
1.81 |
0.32 |
2.47e-04 |
| Only depressive disorder |
0.52 |
-0.16 |
1.20 |
0.35 |
0.13 |
| Only anxiety disorder |
0.40 |
-0.32 |
1.11 |
0.37 |
0.28 |
| Eating disorders |
1.02 |
0.72 |
1.33 |
0.16 |
6.68e-11 |
| OCDs |
0.68 |
0.39 |
0.96 |
0.15 |
4.12e-06 |
| Psychotic and bipolar disorder |
-0.69 |
-1.53 |
0.16 |
0.43 |
0.11 |
| Only psychotic disorder |
0.19 |
-0.50 |
0.89 |
0.36 |
0.58 |
| Only bipolar disorder |
0.15 |
-0.27 |
0.56 |
0.21 |
0.49 |
| PTSD |
0.58 |
0.31 |
0.85 |
0.14 |
2.86e-05 |
| ASD |
1.04 |
0.48 |
1.59 |
0.28 |
2.62e-04 |
| ADHD |
0.46 |
-0.30 |
1.22 |
0.39 |
0.23 |
| Personality disorder |
1.28 |
0.90 |
1.66 |
0.19 |
3.03e-11 |
| 11162 |
0.02 |
0.02 |
44.52 |
4.15e-54 |
6 |
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
3.88 |
2.72 |
5.04 |
0.59 |
6.34e-11 |
| phq.sum_score_prepan |
0.58 |
0.57 |
0.60 |
0.01 |
0.00e+00 |
| Anxiety disorders |
0.74 |
-0.22 |
1.70 |
0.49 |
0.13 |
| Eating disorders |
0.16 |
-1.69 |
2.02 |
0.95 |
0.86 |
| OCDs |
1.60 |
0.31 |
2.90 |
0.66 |
0.02 |
| PTSD |
1.26 |
-0.26 |
2.78 |
0.78 |
0.10 |
| Depressive disorders |
2.01 |
1.13 |
2.89 |
0.45 |
7.48e-06 |
| Bipolar disorders |
2.51 |
1.56 |
3.46 |
0.48 |
2.07e-07 |
| Female |
0.29 |
0.03 |
0.54 |
0.13 |
0.03 |
| Non-binary/Self-defined |
0.69 |
-0.04 |
1.42 |
0.37 |
0.06 |
| 19-25 years |
-0.93 |
-1.57 |
-0.29 |
0.33 |
0.004 |
| 26-35 years |
-1.75 |
-2.37 |
-1.14 |
0.32 |
2.79e-08 |
| 36-45 years |
-1.97 |
-2.60 |
-1.34 |
0.32 |
7.37e-10 |
| 46-55 years |
-2.20 |
-2.82 |
-1.58 |
0.32 |
4.87e-12 |
| 56-65 years |
-2.79 |
-3.43 |
-2.15 |
0.33 |
1.14e-17 |
| 66-70 years |
-3.81 |
-4.60 |
-3.02 |
0.40 |
3.28e-21 |
| 71-75 years |
-4.34 |
-5.28 |
-3.41 |
0.48 |
6.96e-20 |
| 76+ years |
-3.69 |
-5.24 |
-2.13 |
0.79 |
3.47e-06 |
| Mixed or multiple ethnic origins |
0.10 |
-0.56 |
0.77 |
0.34 |
0.76 |
| Asian or Asian British |
-0.91 |
-1.99 |
0.17 |
0.55 |
0.10 |
| African or African British |
-0.47 |
-2.09 |
1.15 |
0.83 |
0.57 |
| Other ethnicity |
0.32 |
-0.72 |
1.36 |
0.53 |
0.55 |
| Key worker |
-0.55 |
-0.75 |
-0.35 |
0.10 |
6.75e-08 |
| Time difference: Lockdown to baseline |
0.06 |
0.00 |
0.12 |
0.03 |
0.04 |
| 11162 |
0.02 |
0.02 |
44.52 |
4.15e-54 |
6 |
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
4.59 |
3.61 |
5.56 |
0.50 |
3.04e-20 |
| phq.sum_score_prepan |
0.56 |
0.55 |
0.58 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
1.35 |
0.72 |
1.98 |
0.32 |
2.87e-05 |
| Only depressive disorder |
0.90 |
0.22 |
1.58 |
0.35 |
0.010 |
| Only anxiety disorder |
0.30 |
-0.41 |
1.02 |
0.36 |
0.40 |
| Eating disorders |
0.92 |
0.62 |
1.23 |
0.16 |
3.80e-09 |
| OCDs |
0.57 |
0.28 |
0.86 |
0.15 |
9.41e-05 |
| Psychotic and bipolar disorder |
-0.50 |
-1.34 |
0.34 |
0.43 |
0.24 |
| Only psychotic disorder |
0.24 |
-0.45 |
0.94 |
0.35 |
0.50 |
| Only bipolar disorder |
0.31 |
-0.10 |
0.73 |
0.21 |
0.14 |
| PTSD |
0.66 |
0.39 |
0.93 |
0.14 |
1.94e-06 |
| ASD |
0.68 |
0.12 |
1.24 |
0.29 |
0.02 |
| ADHD |
0.32 |
-0.43 |
1.08 |
0.39 |
0.40 |
| Personality disorder |
1.19 |
0.82 |
1.57 |
0.19 |
5.78e-10 |
| Female |
0.12 |
-0.14 |
0.37 |
0.13 |
0.38 |
| Non-binary/Self-defined |
0.28 |
-0.44 |
1.01 |
0.37 |
0.44 |
| 19-25 years |
-1.06 |
-1.68 |
-0.43 |
0.32 |
9.55e-04 |
| 26-35 years |
-1.89 |
-2.50 |
-1.28 |
0.31 |
1.06e-09 |
| 36-45 years |
-2.07 |
-2.68 |
-1.45 |
0.31 |
4.65e-11 |
| 46-55 years |
-2.24 |
-2.85 |
-1.63 |
0.31 |
7.86e-13 |
| 56-65 years |
-2.78 |
-3.41 |
-2.16 |
0.32 |
3.69e-18 |
| 66-70 years |
-3.69 |
-4.47 |
-2.92 |
0.40 |
1.24e-20 |
| 71-75 years |
-4.18 |
-5.10 |
-3.26 |
0.47 |
5.05e-19 |
| 76+ years |
-3.57 |
-5.11 |
-2.02 |
0.79 |
5.89e-06 |
| Mixed or multiple ethnic origins |
0.07 |
-0.58 |
0.73 |
0.34 |
0.83 |
| Asian or Asian British |
-0.67 |
-1.74 |
0.39 |
0.54 |
0.21 |
| African or African British |
-0.31 |
-1.92 |
1.29 |
0.82 |
0.70 |
| Other ethnicity |
0.13 |
-0.88 |
1.15 |
0.52 |
0.79 |
| Key worker |
-0.45 |
-0.65 |
-0.25 |
0.10 |
8.99e-06 |
| Time difference: Lockdown to baseline |
0.07 |
0.01 |
0.13 |
0.03 |
0.02 |
| 11162 |
0.02 |
0.02 |
44.52 |
4.15e-54 |
6 |
PHQ retro
Regression: Change scores
Model 0a: Disorder_hierarchical, Unadjusted
| Intercept |
3.04 |
2.90 |
3.18 |
0.07 |
0.00e+00 |
| Anxiety disorders |
0.61 |
0.28 |
0.93 |
0.17 |
2.45e-04 |
| Eating disorders |
0.57 |
-0.40 |
1.54 |
0.50 |
0.25 |
| OCDs |
1.07 |
0.29 |
1.85 |
0.40 |
0.007 |
| PTSD |
1.06 |
0.26 |
1.86 |
0.41 |
0.010 |
| Depressive disorders |
0.92 |
0.74 |
1.09 |
0.09 |
1.60e-25 |
| Bipolar disorders |
0.89 |
0.50 |
1.27 |
0.20 |
7.07e-06 |
| 19512 |
0.01 |
0.01 |
18.92 |
4.40e-22 |
6 |
Model 0b: Overlapping disorders, Unadjusted
| Intercept |
3.08 |
2.95 |
3.22 |
0.07 |
0.00e+00 |
| Depressive and anxiety disorder |
0.74 |
0.56 |
0.92 |
0.09 |
1.08e-15 |
| Only depressive disorder |
0.41 |
0.17 |
0.65 |
0.12 |
8.67e-04 |
| Only anxiety disorder |
0.59 |
0.29 |
0.88 |
0.15 |
9.74e-05 |
| Eating disorders |
0.66 |
0.37 |
0.94 |
0.14 |
5.62e-06 |
| OCDs |
0.19 |
-0.08 |
0.47 |
0.14 |
0.16 |
| Psychotic and bipolar disorder |
-0.92 |
-1.71 |
-0.14 |
0.40 |
0.02 |
| Only psychotic disorder |
-0.55 |
-1.23 |
0.13 |
0.35 |
0.11 |
| Only bipolar disorder |
-0.09 |
-0.51 |
0.34 |
0.22 |
0.69 |
| PTSD |
0.56 |
0.30 |
0.81 |
0.13 |
1.57e-05 |
| ASD |
0.51 |
0.02 |
1.00 |
0.25 |
0.04 |
| ADHD |
0.08 |
-0.57 |
0.73 |
0.33 |
0.80 |
| Personality disorder |
0.29 |
-0.07 |
0.65 |
0.18 |
0.11 |
| 19512 |
0.01 |
0.01 |
18.92 |
4.40e-22 |
6 |
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
5.88 |
5.37 |
6.38 |
0.26 |
1.82e-113 |
| Anxiety disorders |
0.24 |
-0.10 |
0.58 |
0.17 |
0.17 |
| Eating disorders |
0.04 |
-0.97 |
1.04 |
0.51 |
0.94 |
| OCDs |
0.35 |
-0.45 |
1.15 |
0.41 |
0.39 |
| PTSD |
0.75 |
-0.09 |
1.58 |
0.43 |
0.08 |
| Depressive disorders |
0.69 |
0.50 |
0.88 |
0.10 |
1.39e-12 |
| Bipolar disorders |
0.70 |
0.30 |
1.10 |
0.20 |
5.97e-04 |
| Female |
0.75 |
0.55 |
0.95 |
0.10 |
2.42e-13 |
| Non-binary/Self-defined |
0.16 |
-0.51 |
0.84 |
0.35 |
0.64 |
| 19-25 years |
-0.59 |
-1.05 |
-0.13 |
0.23 |
0.01 |
| 26-35 years |
-1.41 |
-1.85 |
-0.98 |
0.22 |
1.30e-10 |
| 36-45 years |
-1.83 |
-2.27 |
-1.39 |
0.22 |
3.28e-16 |
| 46-55 years |
-1.83 |
-2.26 |
-1.40 |
0.22 |
6.32e-17 |
| 56-65 years |
-2.00 |
-2.43 |
-1.57 |
0.22 |
1.27e-19 |
| 66-70 years |
-2.37 |
-2.88 |
-1.87 |
0.26 |
2.93e-20 |
| 71-75 years |
-2.43 |
-3.00 |
-1.86 |
0.29 |
1.00e-16 |
| 76+ years |
-2.68 |
-3.53 |
-1.83 |
0.43 |
6.31e-10 |
| Mixed or multiple ethnic origins |
-0.21 |
-0.76 |
0.34 |
0.28 |
0.46 |
| Asian or Asian British |
-0.19 |
-0.90 |
0.52 |
0.36 |
0.60 |
| African or African British |
-0.28 |
-1.46 |
0.91 |
0.60 |
0.65 |
| Other ethnicity |
-0.40 |
-1.39 |
0.58 |
0.50 |
0.42 |
| Time difference: Lockdown to baseline |
-0.24 |
-0.27 |
-0.20 |
0.02 |
9.23e-36 |
| 19512 |
0.01 |
0.01 |
18.92 |
4.40e-22 |
6 |
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
5.94 |
5.45 |
6.43 |
0.25 |
3.37e-123 |
| Depressive and anxiety disorder |
0.59 |
0.39 |
0.79 |
0.10 |
7.25e-09 |
| Only depressive disorder |
0.46 |
0.20 |
0.71 |
0.13 |
5.07e-04 |
| Only anxiety disorder |
0.26 |
-0.05 |
0.57 |
0.16 |
0.10 |
| Eating disorders |
0.43 |
0.15 |
0.72 |
0.15 |
0.003 |
| OCDs |
0.04 |
-0.23 |
0.32 |
0.14 |
0.75 |
| Psychotic and bipolar disorder |
-0.69 |
-1.48 |
0.10 |
0.40 |
0.09 |
| Only psychotic disorder |
-0.42 |
-1.10 |
0.27 |
0.35 |
0.24 |
| Only bipolar disorder |
0.05 |
-0.38 |
0.48 |
0.22 |
0.83 |
| PTSD |
0.57 |
0.31 |
0.83 |
0.13 |
1.50e-05 |
| ASD |
0.20 |
-0.30 |
0.70 |
0.26 |
0.44 |
| ADHD |
0.00 |
-0.67 |
0.66 |
0.34 |
1.00 |
| Personality disorder |
0.26 |
-0.11 |
0.63 |
0.19 |
0.17 |
| Female |
0.68 |
0.48 |
0.88 |
0.10 |
1.94e-11 |
| Non-binary/Self-defined |
0.03 |
-0.64 |
0.71 |
0.34 |
0.92 |
| 19-25 years |
-0.74 |
-1.19 |
-0.30 |
0.23 |
0.001 |
| 26-35 years |
-1.60 |
-2.02 |
-1.18 |
0.22 |
1.17e-13 |
| 36-45 years |
-2.01 |
-2.45 |
-1.58 |
0.22 |
4.99e-20 |
| 46-55 years |
-2.00 |
-2.43 |
-1.58 |
0.22 |
1.60e-20 |
| 56-65 years |
-2.09 |
-2.51 |
-1.67 |
0.21 |
2.27e-22 |
| 66-70 years |
-2.34 |
-2.83 |
-1.84 |
0.25 |
1.52e-20 |
| 71-75 years |
-2.44 |
-3.00 |
-1.88 |
0.29 |
1.81e-17 |
| 76+ years |
-2.71 |
-3.54 |
-1.88 |
0.42 |
1.72e-10 |
| Mixed or multiple ethnic origins |
-0.11 |
-0.65 |
0.44 |
0.28 |
0.70 |
| Asian or Asian British |
0.00 |
-0.69 |
0.69 |
0.35 |
1.00 |
| African or African British |
-0.20 |
-1.36 |
0.96 |
0.59 |
0.73 |
| Other ethnicity |
-0.53 |
-1.49 |
0.44 |
0.49 |
0.28 |
| Key worker |
0.26 |
0.09 |
0.42 |
0.08 |
0.002 |
| Time difference: Lockdown to baseline |
-0.24 |
-0.27 |
-0.20 |
0.02 |
9.68e-37 |
| 19512 |
0.01 |
0.01 |
18.92 |
4.40e-22 |
6 |
Regression: Absolute scores
Model 0a: Disorder_hierarchical, Unadjusted
| Intercept |
3.98 |
3.84 |
4.12 |
0.07 |
0.00e+00 |
| phq.sum_score_retro |
0.67 |
0.65 |
0.68 |
0.01 |
0.00e+00 |
| Anxiety disorders |
1.27 |
0.96 |
1.58 |
0.16 |
5.42e-16 |
| Eating disorders |
1.44 |
0.52 |
2.36 |
0.47 |
0.002 |
| OCDs |
2.27 |
1.53 |
3.01 |
0.38 |
1.97e-09 |
| PTSD |
2.06 |
1.30 |
2.83 |
0.39 |
1.05e-07 |
| Depressive disorders |
2.53 |
2.35 |
2.70 |
0.09 |
4.76e-173 |
| Bipolar disorders |
3.32 |
2.94 |
3.70 |
0.19 |
7.81e-66 |
| 19512 |
0.43 |
0.43 |
2104.41 |
0.00e+00 |
7 |
Model 0b: Overlapping disorders, Unadjusted
| Intercept |
4.22 |
4.09 |
4.36 |
0.07 |
0.00e+00 |
| phq.sum_score_retro |
0.63 |
0.61 |
0.64 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
2.33 |
2.15 |
2.51 |
0.09 |
1.27e-140 |
| Only depressive disorder |
1.19 |
0.96 |
1.42 |
0.12 |
1.20e-24 |
| Only anxiety disorder |
1.22 |
0.94 |
1.49 |
0.14 |
9.57e-18 |
| Eating disorders |
1.08 |
0.81 |
1.34 |
0.14 |
1.85e-15 |
| OCDs |
0.78 |
0.52 |
1.03 |
0.13 |
2.12e-09 |
| Psychotic and bipolar disorder |
-0.59 |
-1.32 |
0.14 |
0.37 |
0.12 |
| Only psychotic disorder |
-0.16 |
-0.80 |
0.48 |
0.32 |
0.62 |
| Only bipolar disorder |
0.45 |
0.05 |
0.84 |
0.20 |
0.03 |
| PTSD |
1.01 |
0.77 |
1.25 |
0.12 |
8.41e-17 |
| ASD |
1.31 |
0.85 |
1.76 |
0.23 |
1.83e-08 |
| ADHD |
0.74 |
0.13 |
1.35 |
0.31 |
0.02 |
| Personality disorder |
1.39 |
1.05 |
1.73 |
0.17 |
1.23e-15 |
| 23090 |
0.18 |
0.18 |
844.05 |
0.00e+00 |
6 |
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
8.55 |
8.07 |
9.03 |
0.24 |
1.01e-258 |
| phq.sum_score_retro |
0.62 |
0.60 |
0.63 |
0.01 |
0.00e+00 |
| Anxiety disorders |
0.78 |
0.46 |
1.10 |
0.16 |
1.62e-06 |
| Eating disorders |
0.80 |
-0.13 |
1.73 |
0.48 |
0.09 |
| OCDs |
1.22 |
0.47 |
1.97 |
0.38 |
0.001 |
| PTSD |
1.72 |
0.94 |
2.50 |
0.40 |
1.51e-05 |
| Depressive disorders |
2.37 |
2.19 |
2.56 |
0.10 |
1.36e-132 |
| Bipolar disorders |
3.26 |
2.88 |
3.65 |
0.20 |
9.94e-62 |
| Female |
0.76 |
0.58 |
0.95 |
0.10 |
1.13e-15 |
| Non-binary/Self-defined |
0.96 |
0.33 |
1.59 |
0.32 |
0.003 |
| 19-25 years |
-1.53 |
-1.96 |
-1.10 |
0.22 |
3.15e-12 |
| 26-35 years |
-2.80 |
-3.21 |
-2.39 |
0.21 |
3.65e-41 |
| 36-45 years |
-3.28 |
-3.70 |
-2.86 |
0.21 |
9.85e-54 |
| 46-55 years |
-3.35 |
-3.76 |
-2.94 |
0.21 |
7.37e-58 |
| 56-65 years |
-3.81 |
-4.21 |
-3.40 |
0.21 |
4.81e-74 |
| 66-70 years |
-4.51 |
-4.98 |
-4.03 |
0.24 |
2.91e-76 |
| 71-75 years |
-4.56 |
-5.10 |
-4.02 |
0.27 |
1.65e-61 |
| 76+ years |
-4.64 |
-5.44 |
-3.85 |
0.41 |
2.77e-30 |
| Mixed or multiple ethnic origins |
-0.02 |
-0.54 |
0.49 |
0.26 |
0.93 |
| Asian or Asian British |
-0.10 |
-0.76 |
0.56 |
0.34 |
0.77 |
| African or African British |
-0.15 |
-1.25 |
0.94 |
0.56 |
0.78 |
| Other ethnicity |
0.06 |
-0.87 |
0.98 |
0.47 |
0.90 |
| Key worker |
-0.17 |
-0.33 |
-0.02 |
0.08 |
0.03 |
| Time difference: Lockdown to baseline |
-0.22 |
-0.26 |
-0.19 |
0.02 |
3.31e-37 |
| 23090 |
0.18 |
0.18 |
844.05 |
0.00e+00 |
6 |
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
8.94 |
8.48 |
9.40 |
0.24 |
2.14e-302 |
| phq.sum_score_retro |
0.58 |
0.57 |
0.60 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
2.25 |
2.05 |
2.44 |
0.10 |
1.23e-114 |
| Only depressive disorder |
1.39 |
1.15 |
1.63 |
0.12 |
3.90e-30 |
| Only anxiety disorder |
0.79 |
0.50 |
1.08 |
0.15 |
7.82e-08 |
| Eating disorders |
0.81 |
0.54 |
1.08 |
0.14 |
2.62e-09 |
| OCDs |
0.58 |
0.32 |
0.84 |
0.13 |
8.63e-06 |
| Psychotic and bipolar disorder |
-0.30 |
-1.02 |
0.43 |
0.37 |
0.42 |
| Only psychotic disorder |
0.00 |
-0.64 |
0.63 |
0.32 |
0.99 |
| Only bipolar disorder |
0.65 |
0.26 |
1.05 |
0.20 |
0.001 |
| PTSD |
1.10 |
0.86 |
1.34 |
0.12 |
2.66e-19 |
| ASD |
0.74 |
0.28 |
1.20 |
0.24 |
0.002 |
| ADHD |
0.53 |
-0.08 |
1.14 |
0.31 |
0.09 |
| Personality disorder |
1.41 |
1.06 |
1.75 |
0.17 |
7.42e-16 |
| Female |
0.66 |
0.47 |
0.84 |
0.09 |
2.44e-12 |
| Non-binary/Self-defined |
0.48 |
-0.14 |
1.10 |
0.32 |
0.13 |
| 19-25 years |
-1.85 |
-2.26 |
-1.43 |
0.21 |
2.14e-18 |
| 26-35 years |
-3.13 |
-3.52 |
-2.73 |
0.20 |
1.13e-54 |
| 36-45 years |
-3.57 |
-3.97 |
-3.17 |
0.20 |
7.02e-68 |
| 46-55 years |
-3.55 |
-3.95 |
-3.16 |
0.20 |
8.84e-70 |
| 56-65 years |
-3.91 |
-4.31 |
-3.52 |
0.20 |
4.43e-84 |
| 66-70 years |
-4.51 |
-4.97 |
-4.05 |
0.23 |
1.63e-81 |
| 71-75 years |
-4.55 |
-5.07 |
-4.03 |
0.27 |
5.06e-65 |
| 76+ years |
-4.67 |
-5.44 |
-3.90 |
0.39 |
1.35e-32 |
| Mixed or multiple ethnic origins |
0.07 |
-0.44 |
0.57 |
0.26 |
0.79 |
| Asian or Asian British |
0.18 |
-0.45 |
0.82 |
0.32 |
0.57 |
| African or African British |
-0.01 |
-1.08 |
1.06 |
0.54 |
0.98 |
| Other ethnicity |
-0.13 |
-1.02 |
0.76 |
0.45 |
0.77 |
| Key worker |
-0.08 |
-0.23 |
0.07 |
0.08 |
0.30 |
| Time difference: Lockdown to baseline |
-0.23 |
-0.26 |
-0.19 |
0.02 |
6.23e-39 |
| 23090 |
0.18 |
0.18 |
844.05 |
0.00e+00 |
6 |
OCI-R baseline, not controlling for prior symptoms
Model 0a: Disorder_hierarchical, Unadjusted
| Intercept |
12.34 |
11.53 |
13.16 |
0.41 |
2.57e-180 |
| Anxiety disorders |
2.05 |
0.59 |
3.52 |
0.75 |
0.006 |
| Eating disorders |
4.27 |
0.09 |
8.44 |
2.13 |
0.05 |
| OCDs |
10.43 |
7.72 |
13.15 |
1.38 |
5.70e-14 |
| PTSD |
6.78 |
3.74 |
9.83 |
1.55 |
1.30e-05 |
| Depressive disorders |
5.74 |
4.83 |
6.66 |
0.47 |
3.07e-34 |
| Bipolar disorders |
12.77 |
11.15 |
14.38 |
0.82 |
4.97e-53 |
| 5187 |
0.06 |
0.06 |
52.91 |
1.40e-63 |
6 |
Model 0b: Overlapping disorders, Unadjusted
| Intercept |
13.33 |
12.63 |
14.03 |
0.36 |
1.93e-271 |
| Depressive and anxiety disorder |
2.50 |
1.63 |
3.36 |
0.44 |
1.64e-08 |
| Only depressive disorder |
-0.78 |
-1.98 |
0.41 |
0.61 |
0.20 |
| Only anxiety disorder |
0.78 |
-0.45 |
2.01 |
0.63 |
0.21 |
| Eating disorders |
0.62 |
-0.45 |
1.68 |
0.54 |
0.26 |
| OCDs |
7.47 |
6.53 |
8.41 |
0.48 |
1.21e-53 |
| Psychotic and bipolar disorder |
7.02 |
4.50 |
9.54 |
1.29 |
5.11e-08 |
| Only psychotic disorder |
4.35 |
2.05 |
6.65 |
1.17 |
2.09e-04 |
| Only bipolar disorder |
3.31 |
1.66 |
4.97 |
0.84 |
8.90e-05 |
| PTSD |
1.96 |
1.03 |
2.89 |
0.47 |
3.42e-05 |
| ASD |
9.07 |
7.38 |
10.75 |
0.86 |
7.54e-26 |
| ADHD |
2.71 |
0.39 |
5.03 |
1.18 |
0.02 |
| Personality disorder |
3.43 |
2.16 |
4.71 |
0.65 |
1.23e-07 |
| 5187 |
0.06 |
0.06 |
52.91 |
1.40e-63 |
6 |
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
23.68 |
21.65 |
25.70 |
1.03 |
5.23e-111 |
| Anxiety disorders |
1.68 |
0.21 |
3.14 |
0.75 |
0.02 |
| Eating disorders |
3.33 |
-0.84 |
7.50 |
2.13 |
0.12 |
| OCDs |
8.67 |
5.98 |
11.37 |
1.38 |
3.16e-10 |
| PTSD |
6.50 |
3.46 |
9.54 |
1.55 |
2.80e-05 |
| Depressive disorders |
6.05 |
5.10 |
7.00 |
0.48 |
2.56e-35 |
| Bipolar disorders |
12.71 |
11.09 |
14.33 |
0.83 |
5.76e-52 |
| Female |
-0.91 |
-1.87 |
0.05 |
0.49 |
0.06 |
| Non-binary/Self-defined |
1.83 |
-0.80 |
4.45 |
1.34 |
0.17 |
| 19-25 years |
-6.54 |
-8.29 |
-4.80 |
0.89 |
2.39e-13 |
| 26-35 years |
-8.25 |
-9.89 |
-6.60 |
0.84 |
1.47e-22 |
| 36-45 years |
-8.74 |
-10.44 |
-7.05 |
0.86 |
8.20e-24 |
| 46-55 years |
-8.90 |
-10.53 |
-7.28 |
0.83 |
1.22e-26 |
| 56-65 years |
-10.13 |
-11.74 |
-8.51 |
0.82 |
3.34e-34 |
| 66-70 years |
-10.77 |
-12.77 |
-8.77 |
1.02 |
8.84e-26 |
| 71-75 years |
-11.68 |
-13.98 |
-9.39 |
1.17 |
3.05e-23 |
| 76+ years |
-13.01 |
-16.85 |
-9.17 |
1.96 |
3.33e-11 |
| Mixed or multiple ethnic origins |
1.18 |
-1.15 |
3.50 |
1.19 |
0.32 |
| Asian or Asian British |
4.45 |
1.34 |
7.56 |
1.59 |
0.005 |
| African or African British |
3.11 |
-2.44 |
8.65 |
2.83 |
0.27 |
| Other ethnicity |
2.59 |
-0.83 |
6.02 |
1.75 |
0.14 |
| Time difference: Lockdown to baseline |
-0.39 |
-0.56 |
-0.23 |
0.08 |
1.85e-06 |
| 5187 |
0.06 |
0.06 |
52.91 |
1.40e-63 |
6 |
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
23.74 |
21.90 |
25.58 |
0.94 |
5.46e-133 |
| Depressive and anxiety disorder |
3.34 |
2.45 |
4.24 |
0.46 |
3.28e-13 |
| Only depressive disorder |
0.35 |
-0.86 |
1.55 |
0.62 |
0.58 |
| Only anxiety disorder |
0.93 |
-0.31 |
2.16 |
0.63 |
0.14 |
| Eating disorders |
0.25 |
-0.81 |
1.31 |
0.54 |
0.64 |
| OCDs |
7.03 |
6.10 |
7.96 |
0.48 |
2.28e-48 |
| Psychotic and bipolar disorder |
6.97 |
4.48 |
9.46 |
1.27 |
4.18e-08 |
| Only psychotic disorder |
3.92 |
1.66 |
6.19 |
1.15 |
6.77e-04 |
| Only bipolar disorder |
3.29 |
1.64 |
4.94 |
0.84 |
9.04e-05 |
| PTSD |
2.30 |
1.38 |
3.23 |
0.47 |
1.14e-06 |
| ASD |
7.54 |
5.85 |
9.24 |
0.86 |
3.52e-18 |
| ADHD |
1.68 |
-0.61 |
3.98 |
1.17 |
0.15 |
| Personality disorder |
3.36 |
2.10 |
4.63 |
0.64 |
1.80e-07 |
| Female |
-0.86 |
-1.77 |
0.05 |
0.47 |
0.06 |
| Non-binary/Self-defined |
-1.12 |
-3.62 |
1.38 |
1.28 |
0.38 |
| 19-25 years |
-6.37 |
-7.97 |
-4.77 |
0.82 |
8.01e-15 |
| 26-35 years |
-8.06 |
-9.58 |
-6.53 |
0.78 |
7.44e-25 |
| 36-45 years |
-8.09 |
-9.67 |
-6.50 |
0.81 |
2.06e-23 |
| 46-55 years |
-7.92 |
-9.43 |
-6.41 |
0.77 |
1.96e-24 |
| 56-65 years |
-8.67 |
-10.16 |
-7.18 |
0.76 |
1.07e-29 |
| 66-70 years |
-8.88 |
-10.74 |
-7.02 |
0.95 |
1.20e-20 |
| 71-75 years |
-9.92 |
-12.07 |
-7.78 |
1.09 |
1.43e-19 |
| 76+ years |
-11.59 |
-15.22 |
-7.97 |
1.85 |
3.88e-10 |
| Mixed or multiple ethnic origins |
0.66 |
-1.55 |
2.87 |
1.13 |
0.56 |
| Asian or Asian British |
5.21 |
2.34 |
8.08 |
1.46 |
3.72e-04 |
| African or African British |
4.17 |
-0.97 |
9.30 |
2.62 |
0.11 |
| Other ethnicity |
1.40 |
-1.86 |
4.66 |
1.66 |
0.40 |
| Key worker |
-1.05 |
-1.75 |
-0.35 |
0.36 |
0.003 |
| Time difference: Lockdown to baseline |
-0.39 |
-0.54 |
-0.24 |
0.08 |
5.58e-07 |
| 5187 |
0.06 |
0.06 |
52.91 |
1.40e-63 |
6 |
OCIR prepan
Regression: Change scores
Model 0a: Disorder_hierarchical, Unadjusted
| Intercept |
2.00 |
-10.15 |
14.15 |
6.18 |
0.75 |
| Anxiety disorders |
-10.07 |
-23.37 |
3.24 |
6.77 |
0.14 |
| Eating disorders |
-8.00 |
-27.20 |
11.20 |
9.77 |
0.41 |
| OCDs |
-12.64 |
-26.34 |
1.07 |
6.97 |
0.07 |
| PTSD |
-24.50 |
-43.70 |
-5.30 |
9.77 |
0.01 |
| Depressive disorders |
-10.11 |
-22.30 |
2.09 |
6.20 |
0.10 |
| Bipolar disorders |
-9.36 |
-21.92 |
3.19 |
6.39 |
0.14 |
| 436 |
0.02 |
0.00 |
1.20 |
0.31 |
6 |
Model 0b: Overlapping disorders, Unadjusted
| Intercept |
-1.97 |
-9.82 |
5.88 |
3.99 |
0.62 |
| Depressive and anxiety disorder |
-4.69 |
-12.65 |
3.26 |
4.05 |
0.25 |
| Only depressive disorder |
-4.49 |
-13.22 |
4.24 |
4.44 |
0.31 |
| Only anxiety disorder |
-8.20 |
-16.94 |
0.54 |
4.45 |
0.07 |
| Eating disorders |
-0.11 |
-2.79 |
2.58 |
1.37 |
0.94 |
| OCDs |
-1.25 |
-3.47 |
0.98 |
1.13 |
0.27 |
| Psychotic and bipolar disorder |
12.95 |
5.33 |
20.57 |
3.88 |
9.07e-04 |
| Only psychotic disorder |
-0.95 |
-6.48 |
4.59 |
2.82 |
0.74 |
| Only bipolar disorder |
-1.15 |
-4.80 |
2.50 |
1.86 |
0.54 |
| PTSD |
-3.79 |
-6.25 |
-1.33 |
1.25 |
0.003 |
| ASD |
-0.45 |
-4.77 |
3.88 |
2.20 |
0.84 |
| ADHD |
6.08 |
-0.41 |
12.57 |
3.30 |
0.07 |
| Personality disorder |
-1.65 |
-4.91 |
1.61 |
1.66 |
0.32 |
| 436 |
0.02 |
0.00 |
1.20 |
0.31 |
6 |
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
-5.19 |
-19.61 |
9.24 |
7.34 |
0.48 |
| Anxiety disorders |
-8.89 |
-22.30 |
4.52 |
6.82 |
0.19 |
| Eating disorders |
-6.73 |
-25.88 |
12.42 |
9.74 |
0.49 |
| OCDs |
-11.92 |
-25.71 |
1.86 |
7.01 |
0.09 |
| PTSD |
-23.03 |
-42.29 |
-3.77 |
9.80 |
0.02 |
| Depressive disorders |
-9.92 |
-22.25 |
2.40 |
6.27 |
0.11 |
| Bipolar disorders |
-9.57 |
-22.24 |
3.09 |
6.44 |
0.14 |
| Female |
-2.40 |
-5.48 |
0.68 |
1.57 |
0.13 |
| Non-binary/Self-defined |
-2.97 |
-8.90 |
2.96 |
3.02 |
0.33 |
| 19-25 years |
3.78 |
-3.29 |
10.86 |
3.60 |
0.29 |
| 26-35 years |
7.23 |
0.30 |
14.16 |
3.52 |
0.04 |
| 36-45 years |
6.97 |
-0.20 |
14.13 |
3.65 |
0.06 |
| 46-55 years |
7.08 |
-0.01 |
14.17 |
3.61 |
0.05 |
| 56-65 years |
4.47 |
-2.94 |
11.89 |
3.77 |
0.24 |
| 66-70 years |
5.01 |
-4.17 |
14.20 |
4.67 |
0.28 |
| 71-75 years |
7.74 |
-5.99 |
21.47 |
6.99 |
0.27 |
| Mixed or multiple ethnic origins |
2.32 |
-4.36 |
8.99 |
3.40 |
0.50 |
| Asian or Asian British |
-25.07 |
-39.77 |
-10.37 |
7.48 |
8.73e-04 |
| African or African British |
17.03 |
-4.71 |
38.78 |
11.06 |
0.12 |
| Other ethnicity |
-1.26 |
-9.90 |
7.39 |
4.40 |
0.77 |
| Time difference: Lockdown to baseline |
0.46 |
-0.30 |
1.22 |
0.39 |
0.23 |
| 436 |
0.02 |
0.00 |
1.20 |
0.31 |
6 |
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
-10.12 |
-22.02 |
1.77 |
6.05 |
0.10 |
| Depressive and anxiety disorder |
-4.23 |
-13.00 |
4.54 |
4.46 |
0.34 |
| Only depressive disorder |
-4.32 |
-13.77 |
5.14 |
4.81 |
0.37 |
| Only anxiety disorder |
-6.76 |
-16.24 |
2.72 |
4.82 |
0.16 |
| Eating disorders |
0.10 |
-2.63 |
2.83 |
1.39 |
0.94 |
| OCDs |
-1.13 |
-3.38 |
1.11 |
1.14 |
0.32 |
| Psychotic and bipolar disorder |
11.21 |
3.49 |
18.93 |
3.93 |
0.005 |
| Only psychotic disorder |
-1.54 |
-7.19 |
4.10 |
2.87 |
0.59 |
| Only bipolar disorder |
-1.19 |
-4.91 |
2.53 |
1.89 |
0.53 |
| PTSD |
-3.44 |
-5.97 |
-0.91 |
1.29 |
0.008 |
| ASD |
-0.47 |
-4.83 |
3.90 |
2.22 |
0.83 |
| ADHD |
5.20 |
-1.33 |
11.72 |
3.32 |
0.12 |
| Personality disorder |
-1.05 |
-4.32 |
2.23 |
1.67 |
0.53 |
| Female |
-1.66 |
-4.79 |
1.48 |
1.59 |
0.30 |
| Non-binary/Self-defined |
-1.50 |
-7.58 |
4.58 |
3.09 |
0.63 |
| 19-25 years |
2.69 |
-4.26 |
9.64 |
3.53 |
0.45 |
| 26-35 years |
6.20 |
-0.66 |
13.06 |
3.49 |
0.08 |
| 36-45 years |
5.68 |
-1.38 |
12.75 |
3.59 |
0.11 |
| 46-55 years |
6.10 |
-0.95 |
13.16 |
3.59 |
0.09 |
| 56-65 years |
4.12 |
-3.25 |
11.49 |
3.75 |
0.27 |
| 66-70 years |
3.84 |
-5.35 |
13.04 |
4.68 |
0.41 |
| 71-75 years |
8.69 |
-3.67 |
21.06 |
6.29 |
0.17 |
| Mixed or multiple ethnic origins |
2.65 |
-4.05 |
9.34 |
3.41 |
0.44 |
| Asian or Asian British |
-22.96 |
-37.78 |
-8.15 |
7.54 |
0.002 |
| African or African British |
17.05 |
-4.50 |
38.59 |
10.96 |
0.12 |
| Other ethnicity |
-1.47 |
-10.07 |
7.14 |
4.38 |
0.74 |
| Key worker |
1.12 |
-1.09 |
3.33 |
1.12 |
0.32 |
| Time difference: Lockdown to baseline |
0.52 |
-0.23 |
1.27 |
0.38 |
0.17 |
| 436 |
0.02 |
0.00 |
1.20 |
0.31 |
6 |
Regression: Absolute scores
Model 0a: Disorder_hierarchical, Unadjusted
| Intercept |
9.60 |
-1.32 |
20.52 |
5.56 |
0.08 |
| ocir.sum_score_prepan |
0.65 |
0.58 |
0.71 |
0.03 |
3.49e-61 |
| Anxiety disorders |
-11.49 |
-23.36 |
0.38 |
6.04 |
0.06 |
| Eating disorders |
-9.29 |
-26.42 |
7.84 |
8.71 |
0.29 |
| OCDs |
-9.11 |
-21.35 |
3.13 |
6.23 |
0.14 |
| PTSD |
-20.88 |
-38.02 |
-3.73 |
8.72 |
0.02 |
| Depressive disorders |
-8.32 |
-19.20 |
2.56 |
5.54 |
0.13 |
| Bipolar disorders |
-5.59 |
-16.81 |
5.63 |
5.71 |
0.33 |
| 436 |
0.49 |
0.49 |
59.80 |
1.44e-59 |
7 |
Model 0b: Overlapping disorders, Unadjusted
| Intercept |
5.70 |
-1.50 |
12.89 |
3.66 |
0.12 |
| ocir.sum_score_prepan |
0.64 |
0.57 |
0.71 |
0.04 |
1.22e-53 |
| Depressive and anxiety disorder |
-4.17 |
-11.31 |
2.97 |
3.63 |
0.25 |
| Only depressive disorder |
-5.37 |
-13.21 |
2.46 |
3.99 |
0.18 |
| Only anxiety disorder |
-8.62 |
-16.46 |
-0.78 |
3.99 |
0.03 |
| Eating disorders |
0.48 |
-1.94 |
2.89 |
1.23 |
0.70 |
| OCDs |
2.28 |
0.17 |
4.39 |
1.07 |
0.03 |
| Psychotic and bipolar disorder |
11.83 |
4.99 |
18.67 |
3.48 |
7.37e-04 |
| Only psychotic disorder |
0.58 |
-4.40 |
5.55 |
2.53 |
0.82 |
| Only bipolar disorder |
0.87 |
-2.43 |
4.17 |
1.68 |
0.61 |
| PTSD |
-2.65 |
-4.87 |
-0.43 |
1.13 |
0.02 |
| ASD |
0.22 |
-3.66 |
4.10 |
1.97 |
0.91 |
| ADHD |
4.02 |
-1.82 |
9.85 |
2.97 |
0.18 |
| Personality disorder |
-0.69 |
-3.62 |
2.25 |
1.49 |
0.65 |
| 1786 |
0.03 |
0.03 |
10.03 |
6.36e-11 |
6 |
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
8.17 |
-7.12 |
23.45 |
7.78 |
0.29 |
| ocir.sum_score_prepan |
0.66 |
0.59 |
0.73 |
0.03 |
4.03e-59 |
| Anxiety disorders |
-15.86 |
-30.44 |
-1.27 |
7.42 |
0.03 |
| Eating disorders |
-13.66 |
-32.79 |
5.48 |
9.73 |
0.16 |
| OCDs |
-14.11 |
-28.95 |
0.73 |
7.55 |
0.06 |
| PTSD |
-25.47 |
-44.67 |
-6.27 |
9.77 |
0.009 |
| Depressive disorders |
-13.35 |
-27.11 |
0.42 |
7.00 |
0.06 |
| Bipolar disorders |
-10.79 |
-24.80 |
3.22 |
7.13 |
0.13 |
| Female |
-1.78 |
-4.57 |
1.01 |
1.42 |
0.21 |
| Non-binary/Self-defined |
-1.60 |
-6.96 |
3.77 |
2.73 |
0.56 |
| 19-25 years |
4.74 |
-1.70 |
11.19 |
3.28 |
0.15 |
| 26-35 years |
6.17 |
-0.15 |
12.49 |
3.21 |
0.06 |
| 36-45 years |
6.33 |
-0.19 |
12.85 |
3.32 |
0.06 |
| 46-55 years |
6.76 |
0.31 |
13.22 |
3.28 |
0.04 |
| 56-65 years |
3.91 |
-2.85 |
10.68 |
3.44 |
0.26 |
| 66-70 years |
3.06 |
-5.34 |
11.45 |
4.27 |
0.47 |
| 71-75 years |
2.30 |
-10.22 |
14.81 |
6.37 |
0.72 |
| Mixed or multiple ethnic origins |
0.73 |
-5.31 |
6.77 |
3.07 |
0.81 |
| Asian or Asian British |
-16.33 |
-29.77 |
-2.89 |
6.84 |
0.02 |
| African or African British |
21.98 |
2.34 |
41.61 |
9.99 |
0.03 |
| Other ethnicity |
1.08 |
-6.75 |
8.92 |
3.99 |
0.79 |
| Key worker |
0.18 |
-1.81 |
2.17 |
1.01 |
0.86 |
| Time difference: Lockdown to baseline |
0.29 |
-0.40 |
0.99 |
0.35 |
0.40 |
| 1786 |
0.03 |
0.03 |
10.03 |
6.36e-11 |
6 |
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
-0.42 |
-11.36 |
10.52 |
5.56 |
0.94 |
| ocir.sum_score_prepan |
0.64 |
0.57 |
0.72 |
0.04 |
7.34e-51 |
| Depressive and anxiety disorder |
-5.06 |
-12.99 |
2.87 |
4.03 |
0.21 |
| Only depressive disorder |
-6.01 |
-14.57 |
2.55 |
4.35 |
0.17 |
| Only anxiety disorder |
-8.84 |
-17.42 |
-0.25 |
4.37 |
0.04 |
| Eating disorders |
0.86 |
-1.61 |
3.33 |
1.26 |
0.49 |
| OCDs |
2.41 |
0.26 |
4.57 |
1.10 |
0.03 |
| Psychotic and bipolar disorder |
10.72 |
3.74 |
17.70 |
3.55 |
0.003 |
| Only psychotic disorder |
0.10 |
-5.02 |
5.21 |
2.60 |
0.97 |
| Only bipolar disorder |
0.61 |
-2.78 |
3.99 |
1.72 |
0.73 |
| PTSD |
-2.34 |
-4.64 |
-0.04 |
1.17 |
0.05 |
| ASD |
-0.19 |
-4.14 |
3.76 |
2.01 |
0.92 |
| ADHD |
3.54 |
-2.37 |
9.45 |
3.01 |
0.24 |
| Personality disorder |
-0.21 |
-3.17 |
2.76 |
1.51 |
0.89 |
| Female |
-1.56 |
-4.39 |
1.27 |
1.44 |
0.28 |
| Non-binary/Self-defined |
-0.84 |
-6.34 |
4.66 |
2.80 |
0.77 |
| 19-25 years |
3.71 |
-2.57 |
10.00 |
3.20 |
0.25 |
| 26-35 years |
5.12 |
-1.09 |
11.32 |
3.16 |
0.11 |
| 36-45 years |
4.99 |
-1.40 |
11.38 |
3.25 |
0.13 |
| 46-55 years |
6.45 |
0.07 |
12.83 |
3.25 |
0.05 |
| 56-65 years |
3.12 |
-3.54 |
9.79 |
3.39 |
0.36 |
| 66-70 years |
2.25 |
-6.07 |
10.58 |
4.23 |
0.59 |
| 71-75 years |
5.07 |
-6.14 |
16.27 |
5.70 |
0.37 |
| Mixed or multiple ethnic origins |
-0.02 |
-6.10 |
6.06 |
3.09 |
1.00 |
| Asian or Asian British |
-12.62 |
-26.19 |
0.94 |
6.90 |
0.07 |
| African or African British |
22.55 |
3.03 |
42.06 |
9.93 |
0.02 |
| Other ethnicity |
0.67 |
-7.12 |
8.47 |
3.97 |
0.87 |
| Key worker |
0.00 |
-2.01 |
2.01 |
1.02 |
1.00 |
| Time difference: Lockdown to baseline |
0.47 |
-0.21 |
1.15 |
0.35 |
0.17 |
| 1786 |
0.03 |
0.03 |
10.03 |
6.36e-11 |
6 |
OCIR retro
Regression: Change scores
Model 0a: Disorder_hierarchical, Unadjusted
| Intercept |
3.87 |
3.16 |
4.58 |
0.36 |
1.93e-26 |
| Anxiety disorders |
-0.87 |
-2.14 |
0.41 |
0.65 |
0.18 |
| Eating disorders |
-3.63 |
-7.18 |
-0.07 |
1.81 |
0.05 |
| OCDs |
-1.87 |
-4.22 |
0.48 |
1.20 |
0.12 |
| PTSD |
-0.55 |
-3.15 |
2.06 |
1.33 |
0.68 |
| Depressive disorders |
-3.95 |
-4.74 |
-3.17 |
0.40 |
1.59e-22 |
| Bipolar disorders |
-3.57 |
-4.89 |
-2.24 |
0.68 |
1.40e-07 |
| 4329 |
0.03 |
0.03 |
19.83 |
5.68e-23 |
6 |
Model 0b: Overlapping disorders, Unadjusted
| Intercept |
3.83 |
3.19 |
4.47 |
0.33 |
4.16e-31 |
| Depressive and anxiety disorder |
-4.38 |
-5.16 |
-3.60 |
0.40 |
6.38e-28 |
| Only depressive disorder |
-2.11 |
-3.19 |
-1.03 |
0.55 |
1.37e-04 |
| Only anxiety disorder |
-1.42 |
-2.54 |
-0.31 |
0.57 |
0.01 |
| Eating disorders |
-0.25 |
-1.18 |
0.68 |
0.47 |
0.60 |
| OCDs |
0.30 |
-0.50 |
1.11 |
0.41 |
0.46 |
| Psychotic and bipolar disorder |
2.22 |
0.03 |
4.40 |
1.11 |
0.05 |
| Only psychotic disorder |
0.58 |
-1.38 |
2.53 |
1.00 |
0.56 |
| Only bipolar disorder |
-0.55 |
-1.93 |
0.82 |
0.70 |
0.43 |
| PTSD |
0.21 |
-0.58 |
1.00 |
0.40 |
0.60 |
| ASD |
1.82 |
0.35 |
3.30 |
0.75 |
0.02 |
| ADHD |
2.21 |
0.12 |
4.29 |
1.06 |
0.04 |
| Personality disorder |
-0.61 |
-1.69 |
0.47 |
0.55 |
0.27 |
| 4329 |
0.03 |
0.03 |
19.83 |
5.68e-23 |
6 |
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
15.47 |
13.75 |
17.19 |
0.88 |
3.11e-67 |
| Anxiety disorders |
-0.24 |
-1.45 |
0.97 |
0.62 |
0.70 |
| Eating disorders |
-2.11 |
-5.41 |
1.18 |
1.68 |
0.21 |
| OCDs |
-0.31 |
-2.52 |
1.89 |
1.13 |
0.78 |
| PTSD |
-0.45 |
-2.91 |
2.01 |
1.25 |
0.72 |
| Depressive disorders |
-2.12 |
-2.90 |
-1.35 |
0.40 |
8.29e-08 |
| Bipolar disorders |
-1.60 |
-2.87 |
-0.34 |
0.64 |
0.01 |
| Female |
0.19 |
-0.57 |
0.95 |
0.39 |
0.63 |
| Non-binary/Self-defined |
-0.15 |
-2.21 |
1.91 |
1.05 |
0.89 |
| 19-25 years |
-4.69 |
-6.19 |
-3.19 |
0.77 |
9.96e-10 |
| 26-35 years |
-4.14 |
-5.56 |
-2.72 |
0.72 |
1.14e-08 |
| 36-45 years |
-3.90 |
-5.34 |
-2.45 |
0.74 |
1.42e-07 |
| 46-55 years |
-3.77 |
-5.18 |
-2.37 |
0.72 |
1.51e-07 |
| 56-65 years |
-2.18 |
-3.58 |
-0.77 |
0.72 |
0.002 |
| 66-70 years |
-2.05 |
-3.76 |
-0.35 |
0.87 |
0.02 |
| 71-75 years |
-1.38 |
-3.32 |
0.56 |
0.99 |
0.16 |
| 76+ years |
-4.17 |
-7.69 |
-0.65 |
1.80 |
0.02 |
| Mixed or multiple ethnic origins |
1.54 |
-0.25 |
3.33 |
0.91 |
0.09 |
| Asian or Asian British |
2.66 |
-0.05 |
5.36 |
1.38 |
0.05 |
| African or African British |
0.77 |
-3.58 |
5.12 |
2.22 |
0.73 |
| Other ethnicity |
-0.64 |
-3.24 |
1.96 |
1.33 |
0.63 |
| Time difference: Lockdown to baseline |
-1.65 |
-1.77 |
-1.52 |
0.06 |
6.80e-134 |
| 4329 |
0.03 |
0.03 |
19.83 |
5.68e-23 |
6 |
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
15.20 |
13.55 |
16.84 |
0.84 |
7.91e-71 |
| Depressive and anxiety disorder |
-2.51 |
-3.28 |
-1.75 |
0.39 |
1.14e-10 |
| Only depressive disorder |
-1.45 |
-2.48 |
-0.41 |
0.53 |
0.006 |
| Only anxiety disorder |
-0.73 |
-1.79 |
0.33 |
0.54 |
0.18 |
| Eating disorders |
-0.09 |
-0.96 |
0.78 |
0.44 |
0.83 |
| OCDs |
0.38 |
-0.38 |
1.13 |
0.38 |
0.32 |
| Psychotic and bipolar disorder |
2.27 |
0.23 |
4.31 |
1.04 |
0.03 |
| Only psychotic disorder |
0.30 |
-1.51 |
2.12 |
0.93 |
0.74 |
| Only bipolar disorder |
-0.31 |
-1.60 |
0.98 |
0.66 |
0.64 |
| PTSD |
0.16 |
-0.59 |
0.91 |
0.38 |
0.68 |
| ASD |
1.01 |
-0.40 |
2.41 |
0.72 |
0.16 |
| ADHD |
1.67 |
-0.26 |
3.61 |
0.99 |
0.09 |
| Personality disorder |
-0.24 |
-1.25 |
0.77 |
0.52 |
0.64 |
| Female |
0.30 |
-0.45 |
1.06 |
0.39 |
0.43 |
| Non-binary/Self-defined |
-0.66 |
-2.72 |
1.39 |
1.05 |
0.53 |
| 19-25 years |
-4.49 |
-5.94 |
-3.05 |
0.74 |
1.06e-09 |
| 26-35 years |
-4.01 |
-5.39 |
-2.64 |
0.70 |
1.06e-08 |
| 36-45 years |
-3.80 |
-5.21 |
-2.40 |
0.72 |
1.20e-07 |
| 46-55 years |
-3.71 |
-5.07 |
-2.35 |
0.69 |
9.61e-08 |
| 56-65 years |
-2.15 |
-3.51 |
-0.80 |
0.69 |
0.002 |
| 66-70 years |
-1.87 |
-3.53 |
-0.21 |
0.84 |
0.03 |
| 71-75 years |
-1.83 |
-3.72 |
0.07 |
0.97 |
0.06 |
| 76+ years |
-3.99 |
-7.48 |
-0.51 |
1.78 |
0.02 |
| Mixed or multiple ethnic origins |
1.35 |
-0.44 |
3.14 |
0.91 |
0.14 |
| Asian or Asian British |
2.32 |
-0.28 |
4.92 |
1.33 |
0.08 |
| African or African British |
0.92 |
-3.41 |
5.24 |
2.21 |
0.68 |
| Other ethnicity |
-0.67 |
-3.28 |
1.95 |
1.33 |
0.62 |
| Key worker |
-0.08 |
-0.65 |
0.50 |
0.29 |
0.80 |
| Time difference: Lockdown to baseline |
-1.61 |
-1.73 |
-1.48 |
0.06 |
8.91e-132 |
| 4329 |
0.03 |
0.03 |
19.83 |
5.68e-23 |
6 |
Regression: Absolute scores
Model 0a: Disorder_hierarchical, Unadjusted
| Intercept |
6.44 |
5.74 |
7.13 |
0.36 |
1.09e-70 |
| ocir.sum_score_retro |
0.73 |
0.71 |
0.75 |
0.01 |
0.00e+00 |
| Anxiety disorders |
-0.10 |
-1.30 |
1.10 |
0.61 |
0.87 |
| Eating disorders |
-1.54 |
-4.88 |
1.80 |
1.70 |
0.37 |
| OCDs |
1.47 |
-0.76 |
3.69 |
1.13 |
0.20 |
| PTSD |
1.43 |
-1.02 |
3.88 |
1.25 |
0.25 |
| Depressive disorders |
-1.50 |
-2.27 |
-0.73 |
0.39 |
1.33e-04 |
| Bipolar disorders |
0.55 |
-0.74 |
1.84 |
0.66 |
0.40 |
| 4329 |
0.52 |
0.52 |
665.07 |
0.00e+00 |
7 |
Model 0b: Overlapping disorders, Unadjusted
| Intercept |
6.91 |
6.26 |
7.55 |
0.33 |
1.85e-93 |
| ocir.sum_score_retro |
0.70 |
0.68 |
0.73 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
-2.55 |
-3.29 |
-1.81 |
0.38 |
1.67e-11 |
| Only depressive disorder |
-1.71 |
-2.72 |
-0.69 |
0.52 |
9.57e-04 |
| Only anxiety disorder |
-0.70 |
-1.74 |
0.35 |
0.53 |
0.19 |
| Eating disorders |
-0.09 |
-0.95 |
0.78 |
0.44 |
0.84 |
| OCDs |
2.46 |
1.69 |
3.23 |
0.39 |
4.48e-10 |
| Psychotic and bipolar disorder |
3.47 |
1.43 |
5.51 |
1.04 |
8.69e-04 |
| Only psychotic disorder |
1.72 |
-0.11 |
3.55 |
0.93 |
0.07 |
| Only bipolar disorder |
0.59 |
-0.69 |
1.88 |
0.66 |
0.37 |
| PTSD |
0.78 |
0.04 |
1.52 |
0.38 |
0.04 |
| ASD |
3.70 |
2.31 |
5.08 |
0.71 |
1.73e-07 |
| ADHD |
2.01 |
0.06 |
3.95 |
0.99 |
0.04 |
| Personality disorder |
0.67 |
-0.34 |
1.69 |
0.52 |
0.19 |
| 5094 |
0.06 |
0.06 |
51.24 |
1.63e-61 |
6 |
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
17.68 |
16.03 |
19.33 |
0.84 |
2.62e-93 |
| ocir.sum_score_retro |
0.77 |
0.75 |
0.79 |
0.01 |
0.00e+00 |
| Anxiety disorders |
0.15 |
-1.00 |
1.31 |
0.59 |
0.79 |
| Eating disorders |
-0.79 |
-3.91 |
2.34 |
1.60 |
0.62 |
| OCDs |
1.71 |
-0.40 |
3.83 |
1.08 |
0.11 |
| PTSD |
1.13 |
-1.23 |
3.49 |
1.20 |
0.35 |
| Depressive disorders |
-0.45 |
-1.21 |
0.30 |
0.39 |
0.24 |
| Bipolar disorders |
1.41 |
0.17 |
2.65 |
0.63 |
0.03 |
| Female |
0.15 |
-0.58 |
0.87 |
0.37 |
0.69 |
| Non-binary/Self-defined |
0.56 |
-1.40 |
2.51 |
1.00 |
0.58 |
| 19-25 years |
-4.97 |
-6.40 |
-3.54 |
0.73 |
1.04e-11 |
| 26-35 years |
-4.78 |
-6.14 |
-3.42 |
0.69 |
6.30e-12 |
| 36-45 years |
-4.82 |
-6.21 |
-3.43 |
0.71 |
1.25e-11 |
| 46-55 years |
-4.68 |
-6.03 |
-3.33 |
0.69 |
1.19e-11 |
| 56-65 years |
-3.68 |
-5.02 |
-2.33 |
0.69 |
9.28e-08 |
| 66-70 years |
-3.76 |
-5.39 |
-2.13 |
0.83 |
6.40e-06 |
| 71-75 years |
-3.91 |
-5.76 |
-2.05 |
0.95 |
3.76e-05 |
| 76+ years |
-5.81 |
-9.21 |
-2.41 |
1.73 |
8.03e-04 |
| Mixed or multiple ethnic origins |
1.45 |
-0.26 |
3.17 |
0.87 |
0.10 |
| Asian or Asian British |
3.38 |
0.82 |
5.95 |
1.31 |
0.010 |
| African or African British |
1.02 |
-3.11 |
5.15 |
2.11 |
0.63 |
| Other ethnicity |
0.20 |
-2.30 |
2.69 |
1.27 |
0.88 |
| Key worker |
-0.50 |
-1.05 |
0.05 |
0.28 |
0.07 |
| Time difference: Lockdown to baseline |
-1.40 |
-1.52 |
-1.28 |
0.06 |
1.27e-105 |
| 5094 |
0.06 |
0.06 |
51.24 |
1.63e-61 |
6 |
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
17.79 |
16.22 |
19.37 |
0.80 |
2.58e-103 |
| ocir.sum_score_retro |
0.75 |
0.72 |
0.77 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
-1.21 |
-1.94 |
-0.48 |
0.37 |
0.001 |
| Only depressive disorder |
-1.01 |
-1.99 |
-0.03 |
0.50 |
0.04 |
| Only anxiety disorder |
-0.29 |
-1.29 |
0.72 |
0.51 |
0.58 |
| Eating disorders |
-0.05 |
-0.87 |
0.78 |
0.42 |
0.91 |
| OCDs |
2.11 |
1.38 |
2.84 |
0.37 |
1.55e-08 |
| Psychotic and bipolar disorder |
3.34 |
1.41 |
5.27 |
0.98 |
6.91e-04 |
| Only psychotic disorder |
1.23 |
-0.50 |
2.95 |
0.88 |
0.16 |
| Only bipolar disorder |
0.58 |
-0.64 |
1.81 |
0.63 |
0.35 |
| PTSD |
0.72 |
0.01 |
1.43 |
0.36 |
0.05 |
| ASD |
2.48 |
1.14 |
3.81 |
0.68 |
2.81e-04 |
| ADHD |
1.46 |
-0.37 |
3.29 |
0.93 |
0.12 |
| Personality disorder |
0.74 |
-0.22 |
1.70 |
0.49 |
0.13 |
| Female |
0.17 |
-0.55 |
0.88 |
0.37 |
0.65 |
| Non-binary/Self-defined |
-0.52 |
-2.47 |
1.43 |
0.99 |
0.60 |
| 19-25 years |
-4.98 |
-6.35 |
-3.62 |
0.70 |
9.81e-13 |
| 26-35 years |
-5.02 |
-6.32 |
-3.72 |
0.66 |
4.99e-14 |
| 36-45 years |
-4.93 |
-6.26 |
-3.59 |
0.68 |
5.32e-13 |
| 46-55 years |
-4.75 |
-6.04 |
-3.46 |
0.66 |
6.48e-13 |
| 56-65 years |
-3.69 |
-4.98 |
-2.40 |
0.66 |
2.02e-08 |
| 66-70 years |
-3.51 |
-5.08 |
-1.93 |
0.80 |
1.29e-05 |
| 71-75 years |
-3.79 |
-5.59 |
-1.99 |
0.92 |
3.65e-05 |
| 76+ years |
-5.83 |
-9.13 |
-2.53 |
1.68 |
5.46e-04 |
| Mixed or multiple ethnic origins |
1.10 |
-0.60 |
2.79 |
0.86 |
0.20 |
| Asian or Asian British |
3.38 |
0.92 |
5.85 |
1.26 |
0.007 |
| African or African British |
1.35 |
-2.75 |
5.44 |
2.09 |
0.52 |
| Other ethnicity |
-0.05 |
-2.53 |
2.42 |
1.26 |
0.97 |
| Key worker |
-0.39 |
-0.94 |
0.15 |
0.28 |
0.16 |
| Time difference: Lockdown to baseline |
-1.35 |
-1.47 |
-1.23 |
0.06 |
7.33e-102 |
| 5094 |
0.06 |
0.06 |
51.24 |
1.63e-61 |
6 |
PCL baseline, not controlling for prior symptoms
Model 0a: Disorder_hierarchical, Unadjusted
| Intercept |
8.44 |
8.35 |
8.54 |
0.05 |
0.00e+00 |
| Anxiety disorders |
3.42 |
3.16 |
3.67 |
0.13 |
3.65e-153 |
| Eating disorders |
3.66 |
2.85 |
4.46 |
0.41 |
6.61e-19 |
| OCDs |
5.54 |
4.88 |
6.20 |
0.34 |
1.20e-60 |
| PTSD |
6.20 |
5.54 |
6.86 |
0.34 |
1.99e-75 |
| Depressive disorders |
6.48 |
6.36 |
6.60 |
0.06 |
0.00e+00 |
| Bipolar disorders |
8.99 |
8.67 |
9.31 |
0.16 |
0.00e+00 |
| 31227 |
0.28 |
0.28 |
1988.78 |
0.00e+00 |
6 |
Model 0b: Overlapping disorders, Unadjusted
| Intercept |
8.65 |
8.57 |
8.74 |
0.04 |
0.00e+00 |
| Depressive and anxiety disorder |
6.11 |
5.98 |
6.24 |
0.07 |
0.00e+00 |
| Only depressive disorder |
2.78 |
2.61 |
2.95 |
0.09 |
1.85e-216 |
| Only anxiety disorder |
3.28 |
3.06 |
3.50 |
0.11 |
6.19e-185 |
| Eating disorders |
1.34 |
1.11 |
1.57 |
0.12 |
5.16e-30 |
| OCDs |
1.74 |
1.52 |
1.97 |
0.11 |
1.82e-53 |
| Psychotic and bipolar disorder |
1.21 |
0.59 |
1.84 |
0.32 |
1.50e-04 |
| Only psychotic disorder |
0.72 |
0.19 |
1.26 |
0.27 |
0.008 |
| Only bipolar disorder |
1.16 |
0.82 |
1.50 |
0.17 |
1.61e-11 |
| PTSD |
2.86 |
2.65 |
3.06 |
0.10 |
7.16e-163 |
| ASD |
1.99 |
1.59 |
2.39 |
0.20 |
2.03e-22 |
| ADHD |
1.21 |
0.67 |
1.74 |
0.27 |
9.18e-06 |
| Personality disorder |
2.82 |
2.52 |
3.11 |
0.15 |
4.00e-78 |
| 31227 |
0.28 |
0.28 |
1988.78 |
0.00e+00 |
6 |
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
13.56 |
13.14 |
13.98 |
0.22 |
0.00e+00 |
| Anxiety disorders |
2.40 |
2.14 |
2.66 |
0.13 |
2.60e-72 |
| Eating disorders |
2.20 |
1.39 |
3.00 |
0.41 |
9.59e-08 |
| OCDs |
3.32 |
2.66 |
3.98 |
0.34 |
6.37e-23 |
| PTSD |
5.31 |
4.64 |
5.98 |
0.34 |
3.69e-54 |
| Depressive disorders |
5.42 |
5.28 |
5.56 |
0.07 |
0.00e+00 |
| Bipolar disorders |
7.79 |
7.47 |
8.11 |
0.16 |
0.00e+00 |
| Female |
0.77 |
0.63 |
0.91 |
0.07 |
7.32e-27 |
| Non-binary/Self-defined |
2.27 |
1.70 |
2.83 |
0.29 |
3.38e-15 |
| 19-25 years |
-1.80 |
-2.20 |
-1.39 |
0.21 |
2.43e-18 |
| 26-35 years |
-3.65 |
-4.02 |
-3.27 |
0.19 |
3.16e-80 |
| 36-45 years |
-4.44 |
-4.81 |
-4.06 |
0.19 |
2.47e-115 |
| 46-55 years |
-4.91 |
-5.28 |
-4.54 |
0.19 |
2.02e-147 |
| 56-65 years |
-5.84 |
-6.21 |
-5.47 |
0.19 |
2.24e-208 |
| 66-70 years |
-6.56 |
-6.96 |
-6.16 |
0.20 |
6.01e-223 |
| 71-75 years |
-6.68 |
-7.10 |
-6.25 |
0.22 |
1.29e-204 |
| 76+ years |
-6.54 |
-7.08 |
-5.99 |
0.28 |
7.01e-122 |
| Mixed or multiple ethnic origins |
0.56 |
0.11 |
1.01 |
0.23 |
0.01 |
| Asian or Asian British |
0.32 |
-0.23 |
0.87 |
0.28 |
0.25 |
| African or African British |
0.84 |
-0.09 |
1.77 |
0.47 |
0.08 |
| Other ethnicity |
0.99 |
0.16 |
1.83 |
0.42 |
0.02 |
| Time difference: Lockdown to baseline |
-0.01 |
-0.04 |
0.02 |
0.02 |
0.34 |
| 31227 |
0.28 |
0.28 |
1988.78 |
0.00e+00 |
6 |
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
13.73 |
13.34 |
14.12 |
0.20 |
0.00e+00 |
| Depressive and anxiety disorder |
5.23 |
5.09 |
5.38 |
0.07 |
0.00e+00 |
| Only depressive disorder |
2.64 |
2.46 |
2.83 |
0.09 |
5.39e-178 |
| Only anxiety disorder |
2.44 |
2.21 |
2.67 |
0.12 |
9.30e-96 |
| Eating disorders |
0.87 |
0.64 |
1.10 |
0.12 |
1.66e-13 |
| OCDs |
1.30 |
1.08 |
1.53 |
0.11 |
6.83e-31 |
| Psychotic and bipolar disorder |
1.44 |
0.82 |
2.06 |
0.32 |
5.08e-06 |
| Only psychotic disorder |
0.77 |
0.24 |
1.30 |
0.27 |
0.005 |
| Only bipolar disorder |
1.26 |
0.92 |
1.59 |
0.17 |
2.55e-13 |
| PTSD |
2.86 |
2.66 |
3.07 |
0.10 |
4.00e-163 |
| ASD |
1.07 |
0.67 |
1.48 |
0.21 |
1.69e-07 |
| ADHD |
0.60 |
0.07 |
1.13 |
0.27 |
0.03 |
| Personality disorder |
2.54 |
2.24 |
2.83 |
0.15 |
4.29e-64 |
| Female |
0.69 |
0.56 |
0.82 |
0.07 |
3.70e-24 |
| Non-binary/Self-defined |
1.20 |
0.67 |
1.74 |
0.27 |
1.01e-05 |
| 19-25 years |
-2.06 |
-2.43 |
-1.69 |
0.19 |
3.33e-27 |
| 26-35 years |
-3.78 |
-4.13 |
-3.43 |
0.18 |
7.88e-99 |
| 36-45 years |
-4.37 |
-4.73 |
-4.02 |
0.18 |
8.86e-129 |
| 46-55 years |
-4.64 |
-4.99 |
-4.30 |
0.18 |
1.29e-151 |
| 56-65 years |
-5.41 |
-5.75 |
-5.07 |
0.17 |
8.65e-209 |
| 66-70 years |
-6.15 |
-6.52 |
-5.78 |
0.19 |
2.61e-228 |
| 71-75 years |
-6.29 |
-6.69 |
-5.90 |
0.20 |
1.53e-210 |
| 76+ years |
-6.16 |
-6.67 |
-5.66 |
0.26 |
6.61e-125 |
| Mixed or multiple ethnic origins |
0.53 |
0.10 |
0.95 |
0.22 |
0.02 |
| Asian or Asian British |
0.77 |
0.26 |
1.28 |
0.26 |
0.003 |
| African or African British |
0.93 |
0.06 |
1.81 |
0.44 |
0.04 |
| Other ethnicity |
0.63 |
-0.15 |
1.41 |
0.40 |
0.11 |
| Key worker |
-0.54 |
-0.66 |
-0.42 |
0.06 |
7.25e-18 |
| Time difference: Lockdown to baseline |
-0.03 |
-0.05 |
0.00 |
0.01 |
0.06 |
| 31227 |
0.28 |
0.28 |
1988.78 |
0.00e+00 |
6 |
PCL prepan
Regression: Change scores
Model 0a: Disorder_hierarchical, Unadjusted
| Intercept |
0.28 |
-0.70 |
1.26 |
0.50 |
0.58 |
| Anxiety disorders |
-0.07 |
-1.15 |
1.01 |
0.55 |
0.89 |
| Eating disorders |
-0.55 |
-2.63 |
1.53 |
1.06 |
0.61 |
| OCDs |
-0.30 |
-1.76 |
1.15 |
0.74 |
0.68 |
| PTSD |
-1.60 |
-3.30 |
0.10 |
0.86 |
0.06 |
| Depressive disorders |
-0.04 |
-1.03 |
0.94 |
0.50 |
0.93 |
| Bipolar disorders |
-0.27 |
-1.33 |
0.79 |
0.54 |
0.61 |
| 11019 |
0.00 |
0.00 |
1.05 |
0.39 |
6 |
Model 0b: Overlapping disorders, Unadjusted
| Intercept |
0.39 |
-0.31 |
1.09 |
0.36 |
0.27 |
| Depressive and anxiety disorder |
0.02 |
-0.68 |
0.73 |
0.36 |
0.95 |
| Only depressive disorder |
-0.16 |
-0.92 |
0.61 |
0.39 |
0.69 |
| Only anxiety disorder |
-0.21 |
-1.01 |
0.59 |
0.41 |
0.61 |
| Eating disorders |
0.13 |
-0.21 |
0.48 |
0.18 |
0.45 |
| OCDs |
-0.08 |
-0.40 |
0.24 |
0.16 |
0.64 |
| Psychotic and bipolar disorder |
-0.69 |
-1.63 |
0.24 |
0.48 |
0.15 |
| Only psychotic disorder |
-0.03 |
-0.82 |
0.75 |
0.40 |
0.93 |
| Only bipolar disorder |
0.06 |
-0.41 |
0.53 |
0.24 |
0.79 |
| PTSD |
-0.89 |
-1.20 |
-0.59 |
0.15 |
7.68e-09 |
| ASD |
-0.12 |
-0.74 |
0.51 |
0.32 |
0.72 |
| ADHD |
-0.23 |
-1.09 |
0.63 |
0.44 |
0.60 |
| Personality disorder |
-0.29 |
-0.71 |
0.13 |
0.22 |
0.18 |
| 11019 |
0.00 |
0.00 |
1.05 |
0.39 |
6 |
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
-0.62 |
-1.90 |
0.67 |
0.66 |
0.35 |
| Anxiety disorders |
-0.08 |
-1.16 |
1.00 |
0.55 |
0.88 |
| Eating disorders |
-0.67 |
-2.74 |
1.41 |
1.06 |
0.53 |
| OCDs |
-0.46 |
-1.92 |
0.99 |
0.74 |
0.53 |
| PTSD |
-1.60 |
-3.30 |
0.11 |
0.87 |
0.07 |
| Depressive disorders |
0.01 |
-0.97 |
1.00 |
0.50 |
0.98 |
| Bipolar disorders |
-0.12 |
-1.18 |
0.94 |
0.54 |
0.82 |
| Female |
0.62 |
0.33 |
0.91 |
0.15 |
2.26e-05 |
| Non-binary/Self-defined |
-0.04 |
-0.85 |
0.78 |
0.42 |
0.93 |
| 19-25 years |
0.46 |
-0.26 |
1.17 |
0.37 |
0.21 |
| 26-35 years |
0.11 |
-0.57 |
0.80 |
0.35 |
0.74 |
| 36-45 years |
-0.36 |
-1.05 |
0.34 |
0.36 |
0.32 |
| 46-55 years |
-0.46 |
-1.15 |
0.24 |
0.35 |
0.20 |
| 56-65 years |
-0.17 |
-0.88 |
0.54 |
0.36 |
0.64 |
| 66-70 years |
-0.36 |
-1.24 |
0.52 |
0.45 |
0.42 |
| 71-75 years |
-0.37 |
-1.41 |
0.67 |
0.53 |
0.48 |
| 76+ years |
0.44 |
-1.30 |
2.18 |
0.89 |
0.62 |
| Mixed or multiple ethnic origins |
0.37 |
-0.38 |
1.11 |
0.38 |
0.33 |
| Asian or Asian British |
0.12 |
-1.11 |
1.36 |
0.63 |
0.84 |
| African or African British |
-0.37 |
-2.18 |
1.44 |
0.92 |
0.69 |
| Other ethnicity |
-0.39 |
-1.55 |
0.77 |
0.59 |
0.51 |
| Time difference: Lockdown to baseline |
0.06 |
0.00 |
0.13 |
0.03 |
0.06 |
| 11019 |
0.00 |
0.00 |
1.05 |
0.39 |
6 |
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
-0.53 |
-1.61 |
0.54 |
0.55 |
0.33 |
| Depressive and anxiety disorder |
0.08 |
-0.63 |
0.79 |
0.36 |
0.82 |
| Only depressive disorder |
-0.03 |
-0.80 |
0.74 |
0.39 |
0.95 |
| Only anxiety disorder |
-0.23 |
-1.03 |
0.58 |
0.41 |
0.58 |
| Eating disorders |
0.00 |
-0.35 |
0.35 |
0.18 |
1.00 |
| OCDs |
-0.11 |
-0.43 |
0.21 |
0.16 |
0.50 |
| Psychotic and bipolar disorder |
-0.59 |
-1.53 |
0.34 |
0.48 |
0.22 |
| Only psychotic disorder |
0.07 |
-0.72 |
0.86 |
0.40 |
0.86 |
| Only bipolar disorder |
0.20 |
-0.28 |
0.67 |
0.24 |
0.41 |
| PTSD |
-0.87 |
-1.18 |
-0.57 |
0.16 |
1.96e-08 |
| ASD |
-0.12 |
-0.75 |
0.52 |
0.32 |
0.72 |
| ADHD |
-0.22 |
-1.08 |
0.64 |
0.44 |
0.62 |
| Personality disorder |
-0.43 |
-0.86 |
-0.01 |
0.22 |
0.05 |
| Female |
0.68 |
0.39 |
0.97 |
0.15 |
3.68e-06 |
| Non-binary/Self-defined |
0.17 |
-0.64 |
0.99 |
0.42 |
0.68 |
| 19-25 years |
0.47 |
-0.24 |
1.18 |
0.36 |
0.20 |
| 26-35 years |
0.17 |
-0.51 |
0.85 |
0.35 |
0.63 |
| 36-45 years |
-0.28 |
-0.98 |
0.41 |
0.35 |
0.42 |
| 46-55 years |
-0.38 |
-1.07 |
0.31 |
0.35 |
0.28 |
| 56-65 years |
-0.15 |
-0.86 |
0.55 |
0.36 |
0.67 |
| 66-70 years |
-0.45 |
-1.32 |
0.42 |
0.44 |
0.31 |
| 71-75 years |
-0.47 |
-1.51 |
0.56 |
0.53 |
0.37 |
| 76+ years |
0.28 |
-1.45 |
2.01 |
0.88 |
0.75 |
| Mixed or multiple ethnic origins |
0.45 |
-0.29 |
1.19 |
0.38 |
0.23 |
| Asian or Asian British |
0.23 |
-1.00 |
1.45 |
0.63 |
0.72 |
| African or African British |
-0.41 |
-2.22 |
1.40 |
0.92 |
0.66 |
| Other ethnicity |
-0.15 |
-1.29 |
0.99 |
0.58 |
0.80 |
| Key worker |
-0.21 |
-0.44 |
0.01 |
0.11 |
0.06 |
| Time difference: Lockdown to baseline |
0.07 |
0.00 |
0.13 |
0.03 |
0.04 |
| 11019 |
0.00 |
0.00 |
1.05 |
0.39 |
6 |
Regression: Absolute scores
Model 0a: Disorder_hierarchical, Unadjusted
| Intercept |
6.08 |
5.18 |
6.97 |
0.46 |
3.93e-40 |
| pcl.sum_score_prepan |
0.57 |
0.55 |
0.58 |
0.01 |
0.00e+00 |
| Anxiety disorders |
-0.34 |
-1.30 |
0.62 |
0.49 |
0.49 |
| Eating disorders |
0.04 |
-1.81 |
1.89 |
0.94 |
0.97 |
| OCDs |
0.37 |
-0.92 |
1.66 |
0.66 |
0.57 |
| PTSD |
0.12 |
-1.39 |
1.62 |
0.77 |
0.88 |
| Depressive disorders |
0.94 |
0.06 |
1.82 |
0.45 |
0.04 |
| Bipolar disorders |
1.47 |
0.52 |
2.41 |
0.48 |
0.002 |
| 11019 |
0.33 |
0.33 |
764.66 |
0.00e+00 |
7 |
Model 0b: Overlapping disorders, Unadjusted
| Intercept |
6.83 |
6.17 |
7.48 |
0.33 |
7.35e-91 |
| pcl.sum_score_prepan |
0.53 |
0.52 |
0.55 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.51 |
-0.12 |
1.13 |
0.32 |
0.11 |
| Only depressive disorder |
-0.51 |
-1.19 |
0.16 |
0.34 |
0.14 |
| Only anxiety disorder |
-0.63 |
-1.34 |
0.08 |
0.36 |
0.08 |
| Eating disorders |
0.59 |
0.29 |
0.89 |
0.16 |
1.40e-04 |
| OCDs |
0.61 |
0.33 |
0.90 |
0.15 |
2.59e-05 |
| Psychotic and bipolar disorder |
-0.40 |
-1.23 |
0.42 |
0.42 |
0.34 |
| Only psychotic disorder |
-0.05 |
-0.74 |
0.65 |
0.35 |
0.89 |
| Only bipolar disorder |
0.35 |
-0.07 |
0.76 |
0.21 |
0.10 |
| PTSD |
0.73 |
0.46 |
1.01 |
0.14 |
1.43e-07 |
| ASD |
0.65 |
0.10 |
1.20 |
0.28 |
0.02 |
| ADHD |
0.24 |
-0.51 |
1.00 |
0.39 |
0.53 |
| Personality disorder |
1.08 |
0.71 |
1.46 |
0.19 |
1.71e-08 |
| 11081 |
0.02 |
0.02 |
32.92 |
1.45e-39 |
6 |
Model 1a: Disorder hierarchical, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
6.85 |
5.69 |
8.01 |
0.59 |
1.10e-30 |
| pcl.sum_score_prepan |
0.54 |
0.53 |
0.56 |
0.01 |
0.00e+00 |
| Anxiety disorders |
-0.36 |
-1.31 |
0.59 |
0.49 |
0.46 |
| Eating disorders |
-0.01 |
-1.84 |
1.82 |
0.93 |
0.99 |
| OCDs |
0.11 |
-1.17 |
1.39 |
0.65 |
0.87 |
| PTSD |
0.49 |
-1.01 |
1.99 |
0.77 |
0.52 |
| Depressive disorders |
1.14 |
0.27 |
2.01 |
0.44 |
0.01 |
| Bipolar disorders |
1.77 |
0.83 |
2.71 |
0.48 |
2.22e-04 |
| Female |
0.58 |
0.32 |
0.83 |
0.13 |
8.54e-06 |
| Non-binary/Self-defined |
0.77 |
0.05 |
1.49 |
0.37 |
0.04 |
| 19-25 years |
-0.16 |
-0.79 |
0.47 |
0.32 |
0.62 |
| 26-35 years |
-1.00 |
-1.62 |
-0.39 |
0.31 |
0.001 |
| 36-45 years |
-1.52 |
-2.14 |
-0.90 |
0.32 |
1.55e-06 |
| 46-55 years |
-1.65 |
-2.26 |
-1.03 |
0.31 |
1.56e-07 |
| 56-65 years |
-1.92 |
-2.55 |
-1.29 |
0.32 |
2.22e-09 |
| 66-70 years |
-3.07 |
-3.85 |
-2.30 |
0.40 |
1.04e-14 |
| 71-75 years |
-3.47 |
-4.39 |
-2.55 |
0.47 |
1.61e-13 |
| 76+ years |
-2.94 |
-4.48 |
-1.41 |
0.78 |
1.65e-04 |
| Mixed or multiple ethnic origins |
0.29 |
-0.37 |
0.95 |
0.34 |
0.39 |
| Asian or Asian British |
0.39 |
-0.70 |
1.48 |
0.55 |
0.48 |
| African or African British |
0.61 |
-0.98 |
2.21 |
0.81 |
0.45 |
| Other ethnicity |
0.14 |
-0.88 |
1.17 |
0.52 |
0.78 |
| Key worker |
-0.69 |
-0.88 |
-0.49 |
0.10 |
8.77e-12 |
| Time difference: Lockdown to baseline |
0.08 |
0.03 |
0.14 |
0.03 |
0.004 |
| 11081 |
0.02 |
0.02 |
32.92 |
1.45e-39 |
6 |
Model 1b: Overlapping disorders, Adjusted
Model 0a + Gender_collapsed + age_category_collapsed + Ethnicity_collapsed + Time registration and baseline
| Intercept |
7.64 |
6.66 |
8.62 |
0.50 |
1.82e-52 |
| pcl.sum_score_prepan |
0.51 |
0.50 |
0.53 |
0.01 |
0.00e+00 |
| Depressive and anxiety disorder |
0.70 |
0.08 |
1.33 |
0.32 |
0.03 |
| Only depressive disorder |
-0.12 |
-0.79 |
0.55 |
0.34 |
0.73 |
| Only anxiety disorder |
-0.64 |
-1.35 |
0.06 |
0.36 |
0.07 |
| Eating disorders |
0.42 |
0.12 |
0.73 |
0.15 |
0.006 |
| OCDs |
0.52 |
0.23 |
0.80 |
0.14 |
3.41e-04 |
| Psychotic and bipolar disorder |
-0.20 |
-1.02 |
0.62 |
0.42 |
0.63 |
| Only psychotic disorder |
0.04 |
-0.65 |
0.72 |
0.35 |
0.92 |
| Only bipolar disorder |
0.51 |
0.10 |
0.92 |
0.21 |
0.02 |
| PTSD |
0.85 |
0.58 |
1.12 |
0.14 |
1.10e-09 |
| ASD |
0.37 |
-0.19 |
0.92 |
0.28 |
0.19 |
| ADHD |
0.16 |
-0.59 |
0.91 |
0.38 |
0.68 |
| Personality disorder |
0.93 |
0.55 |
1.30 |
0.19 |
1.31e-06 |
| Female |
0.46 |
0.21 |
0.72 |
0.13 |
3.36e-04 |
| Non-binary/Self-defined |
0.47 |
-0.25 |
1.18 |
0.36 |
0.20 |
| 19-25 years |
-0.32 |
-0.94 |
0.30 |
0.32 |
0.32 |
| 26-35 years |
-1.18 |
-1.78 |
-0.58 |
0.31 |
1.13e-04 |
| 36-45 years |
-1.66 |
-2.27 |
-1.05 |
0.31 |
8.51e-08 |
| 46-55 years |
-1.75 |
-2.36 |
-1.15 |
0.31 |
1.35e-08 |
| 56-65 years |
-1.96 |
-2.58 |
-1.34 |
0.32 |
5.58e-10 |
| 66-70 years |
-3.02 |
-3.78 |
-2.25 |
0.39 |
1.27e-14 |
| 71-75 years |
-3.39 |
-4.30 |
-2.49 |
0.46 |
2.42e-13 |
| 76+ years |
-2.95 |
-4.46 |
-1.43 |
0.77 |
1.43e-04 |
| Mixed or multiple ethnic origins |
0.24 |
-0.41 |
0.89 |
0.33 |
0.47 |
| Asian or Asian British |
0.52 |
-0.55 |
1.60 |
0.55 |
0.34 |
| African or African British |
0.75 |
-0.83 |
2.33 |
0.81 |
0.35 |
| Other ethnicity |
0.06 |
-0.94 |
1.06 |
0.51 |
0.91 |
| Key worker |
-0.59 |
-0.79 |
-0.40 |
0.10 |
2.77e-09 |
| Time difference: Lockdown to baseline |
0.09 |
0.04 |
0.15 |
0.03 |
0.002 |
| 11081 |
0.02 |
0.02 |
32.92 |
1.45e-39 |
6 |